ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF NONUNIFORM LINEAR AND CONCENTRIC RING ANTENNA ARRAYS TO OBTAIN BROADBAND PERFORMANCE Prasanna Chinnappagari B. Tech, Sri Krishnadevaraya University, India, 2007 Vineela Dasari B. Tech, Jawaharlal Nehru Technological University, India, 2007 PROJECT Submitted in partial satisfaction of the requirements for the degrees of MASTER OF SCIENCE in ELECTRICAL AND ELECTRONIC ENGINEERING at CALIFORNIA STATE UNIVERSITY, SACRAMENTO FALL 2011 ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF NONUNIFORM LINEAR AND CONCENTRIC RING ANTENNA ARRAYS TO OBTAIN BROADBAND PERFORMANCE A Project by Prasanna Chinnappagari Vineela Dasari Approved by: __________________________________, Committee Chair Preetham B. Kumar, Ph.D. __________________________________, Second Reader Fethi Belkhouche, Ph.D. ____________________________ Date ii Students: Prasanna Chinnappagari Vineela Dasari I certify that these students have met the requirements for format contained in the University format manual, and that this project is suitable for shelving in the Library and credit is to be awarded for the project. ______________________, Graduate Coordinator Preetham B. Kumar, Ph.D. ________________ Date Department of Electrical and Electronic Engineering iii Abstract of ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF NONUNIFORM LINEAR AND CONCENTRIC RING ANTENNA ARRAYS TO OBTAIN BROADBAND PERFORMANCE by Prasanna Chinnappagari Vineela Dasari This project will focus on the estimation of gain, beamwidth and sidelobe levels of linear and concentric ring antenna arrays over the wide range of frequency band of 1-20GHz. The potential applications of the current wideband array design will be in radio astronomy and Ultra Wideband (UWB) wireless applications. In the project, bandwidth performance is achieved by altering the inter-element spacing of a default equally spaced array. This approach is based on a proven theory that a uniformly spaced antenna array is resonant at a single center frequency, while the introduction of unequal spacing expands the working bandwidth of the system. The system design in this work is a two-stage process: the first part is to obtain the unequally spaced design from a default uniform array, and the second part is to estimate the Gain, beamwidth and sidelobe levels for nonuniform array over the frequency range of 1-20GHz and compared the performance improvement over uniform antenna arrays. In this work, both linear and concentric ring iv arrays have been designed, and significant increase in performance bandwidth has been achieved, as compared to the default uniform arrays. _______________________, Committee Chair Preetham B. Kumar, Ph.D. _______________________ Date v ACKNOWLEDGEMENTS With sincere respect and gratitude, I would like to thank everyone who has helped me in successful completion of this project. First and foremost I would like to thank my project advisor, committee chair and graduate coordinator Dr. Preetham Kumar for his guidance, monitoring and providing me the necessary resources for the project. His experience in the field of this project has helped me a lot to understand and finish up the project. Here I take up the opportunity to thank Dr. Fethi Belkhouche for reviewing my project report and giving valuable suggestions as second reader. I also extend my gratitude to the faculty and staff of Electrical and Electronics department who were very considerate and encouraged me to finish up the requirements for my graduation. Lastly but not the least I express gratitude to my family and friends who directly or indirectly helped in completion of this project with their healthy criticism and encouragement. vi TABLE OF CONTENTS Page Acknowledgements…………………………………...…………………………………..vi List of Tables……………………………………………………………………………..ix List of Figures……………………………………………………………………………..x Chapter 1. INTRODUCTION……………………………………………………………….…….1 2. EVOLUTION OF WIDEBAND ANTENNAS FROM UNEQUALLY SPACED ARRAYS………………………………………………………...........………….……4 2.1 Wideband Systems………………………………………..…………….…….4 2.2 Wideband Antenna Design…………………………………..………….…….4 2.3 Wideband Antenna Array Design………………………………………...…...5 2.3.1 Linear Array Synthesis………………………………...……………6 2.3.2 Nonlinear Array Synthesis……………………………...…….……..6 2.4 Synthesis of Wideband Antenna Arrays with Linear and Cylindrical Geometry………………………………….…………………..........………….8 2.4.1 Linear Arrays……………………………………………….……….8 2.4.2 Concentric Ring Arrays…………………………...……………….11 3. ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF LINEAR ARRAY ANTENNA……………………………………………………….14 3.1 Generation of Unequal Spacing Starting from a Default Equally Spaced Array………………………………………………………………............14 3.2 Generation of Unequally Spaced Array Design and Estimation of the Gain, Beamwidth and Pssl....................................................................................16 vii 3.2.1 Generation of the Delta Differential between Maximum and Minimum Parameter Values………………………...................…..17 3.2.2 Graphs for Comparing Equally and Unequally Spaced Arrays…...25 4. ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF CONCENTRIC RING ARRAY ANTENNA…………………………………….42 4.1 Generation of Unequal Spacings Starting from a Default Equally Spaced Array……………………………………………………..................….…42 4.2 Generation of Unequally Spaced Array Design and Estimation of the Gain, Beamwdith and Pssl…………………………………………......………..44 4.2.1 Generation of the Delta Differential between Maximum and Minimum Parameter Values………….......................................…..44 4.2.2 Graphs for Comparing Equally and Unequally Spaced Arrays……49 5. CONCLUSION………………………………………………………………………..62 Appendix I MATLAB Code for Linear Antenna Arrays……..................................…….63 Appendix II MATLAB Code for Concentric Ring Antenna Arrays.................…............72 References………………………………………………………………………………79 viii LIST OF TABLES Page 1. Table 1 Alpha Values for Nd= 1 to 11 of Linear Array………………................15 2. Table 2 Size of Dipoles for Different Frequencies………………….…………..16 3. Table 3 Delta Values for Dipole Length 0.15m of Linear Array……….……..…19 4. Table 4 Delta Values for Dipole Length 0.12m of Linear Array………….…..…20 5. Table 5 Delta Values for Dipole Length 0.1m of Linear Array………….…..…..21 6. Table 6 Delta Values for Dipole Length 0.08m of Linear Array………..…….…22 7. Table 7 Delta Values for Dipole Length 0.075m of Linear Array…………….....23 8. Table 8 Delta Values for Dipole Length 0.06m of Linear Array……………...…24 9. Table 9 alm0 Values for Nd= 2 to 10 of Ring Array………………...……...…....43 10. Table 10 Delta Value for Dipole Length 0.15m of Concentric Ring Array……..44 11. Table 11 Delta Values for Dipole Length 0.12m of Concentric Ring Array…….45 12. Table 12 Delta Values for Dipole Length 0.1m of Concentric Ring Array….......46 13. Table 13 Delta Values for Dipole Length 0.08m of Concentric Ring Array...….46 14. Table 14 Delta Values for Dipole Length 0.075m of Concentric Ring Array…...47 15. Table 15 Delta Values for Dipole Length 0.06m of Concentric Ring Array…….48 ix LIST OF FIGURES Page 1. Figure 1 Geometry of 2n+1 Element Non-Periodic Symmetric Linear Array…....8 2. Figure 2 Geometry of Circular Ring Array……………………............................11 3. Figure 3 Plot Shown to Calculate Delta Values……………………………….…18 4. Figure 4 Simulation Plot for gain of Linear Array of Length 0.15m….….……...25 5. Figure 5 Simulation Plot for gain of Linear Array of Length 0.12m……..…..…26 6. Figure 6 Simulation Plot for gain of Linear Array of Length 0.1m ………...….27 7. Figure 7 Simulation Plot for gain of Linear Array of Length 0.08m .................28 8. Figure 8 Simulation Plot for gain of Linear Array of Length 0.075m……..…...28 9. Figure 9 Simulation Plot for gain of Linear Array of Length 0.06m ………......29 10. Figure 10 Simulation Plot for Beamwidth of Linear Array of Length 0.15m........................................................................................................30 11. Figure 11 Simulation Plot for Beamwidth of Linear Array of Length 0.12m.......................................................................................................31 12. Figure 12 Simulation Plot for Beamwidth of Linear Array of Length 0.1m ........................................................................................................32 13. Figure 13 Simulation Plot for Beamwidth of Linear Array of Length 0.08m.......................................................................................................33 14. Figure 14 Simulation Plot for Beamwidth of Linear Array of Length 0.075m.....................................................................................................34 15. Figure 15 Simulation Plot for Beamwidth of Linear Array of Length 0.06m.......................................................................................................35 x 16. Figure 16 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.15m …………………………………………………36 17. Figure 17 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.12m………………………………………………….37 18. Figure 18 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.1m...…………………………………………………38 19. Figure 19 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.08m.............................................................................39 20. Figure 20 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.075m…………………………………………….......40 21. Figure 21 Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.06m ………………………………………...……….41 22. Figure 22 Simulation Plot for Gain of Concentric Ring Array of Length 0.15m…………..............................................49 23. Figure 23 Simulation Plot for Gain of Concentric Ring Array of Length 0.12m…………..............................................50 24. Figure 24 Simulation Plot for Gain of Concentric Ring Array of Length 0.1m…………................................................50 25. Figure 25 Simulation Plot for Gain of Concentric Ring Array of Length 0.08m…………..............................................51 26. Figure 26 Simulation Plot for Gain of Concentric Ring Array of Length 0.075m………................................................51 27. Figure 27 Simulation Plot for Gain of Concentric Ring Array of Length 0.06m…………..............................................52 28. Figure 28 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.15m..............................................................53 29. Figure 29 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.12m.............................................................53 xi 30. Figure 30 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.1m............................................................54 31. Figure 31 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.08m..........................................................55 32. Figure 32 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.075m........................................................55 33. Figure 33 Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.06m..........................................................56 34. Figure 34 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.15m..........................................................57 35. Figure 35 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.12m..........................................................58 36. Figure 36 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.1m...........................................................58 37. Figure 37 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.08m.........................................................59 38. Figure 38 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.075m.......................................................60 39. Figure 39 Simulation Plot for Peak Sidelobe Levels of Concentric Ring Array of Length 0.6m...........................................................61 xii 1 Chapter 1 INTRODUCTION An antenna is an electronic device which converts the electrical signals into radio waves and radio waves into electrical signals; however the performance of single element antenna is limited. They cannot meet the gain and radiation pattern requirements, and in many applications, it is required to design antennas which are suitable for long distance communication, highly directive and also wideband in nature. A possible solution to obtaining a high-gain, high bandwidth antenna is by using the array concept, which is essentially an assembly of several radiating antennas to form a single antenna system in an electrical and geometrical configuration [5]. The performance of the array increases with the number of elements in the array, but the cost and complexity increases with higher number of elements. Now-a-days antenna arrays are more prominent in wireless terminals, smart antenna and they are widely used in applications like radar, sonar and communications. Antenna arrays have the advantages of providing high overall gain by using large number of array elements, capability of steerable beam like in smart antennas, provide diversity gain in multipath reception, cancel the interference from particular direction and also enable array signal processing. Additionally, introducing unequal spacing between the antenna elements can further increase the performance, by widening the bandwidth of operation. Uniform antenna arrays will enable the operation at one particular frequency, but by employing unequal spacing between the elements of array, we can achieve fairly 2 constant gain and low sidelobe level over a wide frequency range. In this project, we focused our efforts on the design of wideband non-uniformly spaced antenna arrays and compared the gain, beamwidth and sidelobe levels with those of uniform array antenna over the frequency range of 1-20GHz. There are different possible geometries for antenna arrays such as linear, circular, concentric ring, spherical and hemispherical arrays. In this project we concentrated the goals on designing and estimating the gain, beamwidth and sidelobe levels of linear and concentric ring antenna arrays of cylindrical dipoles. The total number of elements used in the linear antenna array was 18 and in ring array was 10. The gain, beamwidth and sidelobe responses were found to change with the spacing variation between the antenna elements, and also with the choice of the dipole element length. By using the several trial sets of element spacing and dipole length values, the gain, sidelobe and beamwidth parameters mentioned above were estimated over the frequency range of 1-20 GHz and compared with that of equally spaced antenna arrays. The simulation results for both linear and concentric ring arrays show significant improvement in wideband gain performance, as compared with uniform arrays. The project report is organized as follows: Chapter 1 provides the introduction to the report; Chapter 2 describes the background of wideband antennas, models and techniques for optimization of linear and concentric ring antenna arrays. Chapter 3 gives the simulation results and analysis of equally and unequally spaced linear antenna, Chapter 4 discusses the simulation results of uniform and non uniform concentric ring antenna, Chapter 5 shows the conclusion and future scope in this area of study. Finally, 3 Appendix I list the MATLAB programs for generating spacing for linear array and for plotting parameters. APPENDIX II lists the MATLAB programs for generating spacing for concentric ring array antennas and to plot the gain, beamwidth and sidelobe levels. 4 Chapter 2 EVOLUTION OF WIDEBAND ANTENNAS FROM UNEQUALLY SPACED ARRAYS 2.1. WIDEBAND SYSTEMS Wideband antennas operate over a wide range of frequencies in which approximately or exactly the same operating characteristics over a very wide passband. A system is typically described as wideband if the message bandwidth significantly exceeds the channel's coherence bandwidth. Some communication links, like Ultra-Wideband (UWB) systems, have such a high data rate that they are forced to use a wide bandwidth; other links may have relatively low data rates, but deliberately use a wider bandwidth than necessary for that data rate in order to gain other advantages [12] . Wideband communication systems also have additional advantages due to their high bandwidth, such as reduced fading from multipath and low power requirements. UWB systems, for example, transmit pulses of very short duration, compared to traditional communication schemes, which send sinusoidal waves [13]. 2.2 WIDEBAND ANTENNA DESIGN The general goal of a wideband antenna system is to maintain radiation characteristics over the desired wideband frequency range. Primarily, the radiation properties to maintain are antenna gain, sidelobe level and beamwidth of the primary antenna beam. Traditionally, wideband antennas include log-periodic and helical antennas [14]; 5 however, a newer concept of unequally spaced array design to increase bandwidth is currently being studied and researched [4]. 2.3 WIDEBAND ANTENNA ARRAY DESIGN The general wideband antenna array synthesis problem can be described by the matrix equation: A(k , r1 , u1 ) A(k , r2 , u1 )... A(k , rN , u1 ) I1 E (k , u1 ) A(k , r , u ) A(k , r , u )... A(k , r , u ) E (k , u ) 1 2 2 2 N 2 2 I2 ... ... ... ... ... = ... A(k , r , u ) A(k , r , u )... A(k , r , u ) I E (k , u ) M 1 M 2 M N M N (1) Where r = [r1 r2 r3 …rN] is the array element position vector, k = 2π ∕λ the propagation constant, and λ is the wavelength. [E (k, u1) E (k, u2) E (k, u3) … E(k, uM)]T is the prescribed [M × 1] far-field array factor at M field points (uj) where j= 1, 2, …,M and [ I1 , I2 , I3 ,…,IN ] T is the [ N × 1] array element current vector, and [ A (k , ri , uj ) ] is the M × N rectangular matrix, which is a function of the frequency, element position (ri) and field point uj .In this project a unified analytical synthesis approach is presented for the synthesis of frequency-dependent, multi-dimensional array geometrics. The technique utilizes both the linear [3] and nonlinear processes [3] to yield closed form solutions to the optimal array element positions. The procedural steps for both linear and nonlinear synthesis are discussed below: 6 2.3.1 LINEAR ARRAY SYNTHESIS Step 1: The linear array synthesis procedure requires specification of a desired pattern and a prescribed finite array geometry, which has all element positions, fixed. Step 2: Given the field pattern and element spacing, the vector currents [I1, I2, I3, …,IN] are obtained from equation 1 by employing linear synthesis. These synthesized currents may be real or complex. 2.3.2 NONLINEAR ARRAY SYNTHESIS Step 1: In the nonlinear synthesis procedure [3], the array geometry, the element currents (from linear synthesis) and desired array pattern improvement are prescribed. Step 2: The nonlinear synthesis process [3] is then performed to yield the optimum array element positions. These positions are optimum in the sense that the array response approaches specified performance. Element center positions (x, y, z coordinates) must be real and positive while being limited by minimum and maximum adjacent element spacing constraints (mutual coupling and grating lobes respectively). The generalized array synthesis technique applicable to the wideband case can be derived from equation (1) [4] written in matrix form: [E] = [A] [I] (2) Performing a linear transformation T on the array factor [E], equation (2) transforms as: T [E] = T [A] [I] (3) 7 The linear transformation depends on the array geometry, which defines the governing function in the array factor expression. The significant observation is that the specific linear transformation described in equation (3), exists for arrays having rectangular, cylindrical and spherical geometry and that each case provides for wideband operation. Equation (3) can be simplified to obtain: [F] = [B] [I] (4) Where [F] is the prescribed M 1 transformed array factor vector at N points: [F( 1) ,F( 2 ) ,F( 3) , …, F( N ) ] T, [I] is the N 1 current vector [I1,I2, I3,…,IN]T and [B] is the M N triangular matrix, which is a function of both the transformation vector, = [ 1 2 3 … N ], and the array element position vector r = [ r1 r2 r3 … rN] . The linear transformation T is derived from limiting functions of sinusoidal, Bessel and Legendre functions and yields the following triangular form of matrix. F (1 ) B(r1 , 1 ) F ( ) B(r , ) B(r , ) 2 2 2 1 1 ... ... = ... ... F ( N ) B(r1 , M ) B(r2 , M )...B(rN , N ) I1 I 2 ... ... I N (5) Hence it is possible to solve the square equation (5) recursively to yield solutions for the position vector ‘r’ of the different element positions. The following sections in the project 8 will outline the application of this method to the nonlinear spacing synthesis of wideband arrays having linear, planar, and cylindrical or spherical geometries. 2.4 SYNTHESIS OF WIDEBAND ANTENNA ARRAYS WITH LINEAR AND CYLINDRICAL GEOMETRY In this project, design of wideband antenna arrays has focused on the following geometries: Linear arrays Concentric ring arrays 2.4.1 LINEAR ARRAYS Consider a symmetric linear array of 2N + 1 element [1] as shown in the figure 1 below: Figure 1: Geometry of 2n+1 Element Non-Periodic Symmetric Linear Array [3] Array factor quantifies the effect of combining radiating elements in an array without the element specific radiation pattern taken into account [11]. The overall radiation pattern of an array is determined by this array factor combined with the radiation pattern of the antenna element [11]. The array factor of this linear array is given as follows: 9 N E (u) = n 0 where u = cos(θ) , 0 I cos( kdnu ); n n (6) radians, In and dn are the current excitation and element position, respectively of the nth element of the array and the factor n = 1, n = 0 and n = 2, n 0. The currents In are obtained using standard linear synthesis methods [1]. The nonlinear synthesis [1] is performed next. The nonlinear synthesis algorithm consists of a four-step process, originating with the desired array field pattern, and culminating in the generation of array element positions. The desired pattern Ed (u) is first approximated with the reconstructed pattern of a 2N + 1 element nonuniform symmetric array of point sources, shown in Figure [1], and this response is in turn uniformly sampled at M points (M>>1) in the interval 0 u 1 to yield : N E (um) = n 0 Where m = 0 or / I cos( mn); n n M – 1, where um = m u , where (7) u = 1/ (M - 1), n = kdn u , k = 2 and element positions dn are shown in figure 1. The synthesis algorithm starts with the Legendre transformation of the desired array pattern Ed (u) as follows: M 1 F ( p ) = m Ed (um)Pm 1 / 2(cos p ) ; p = 0, 1, 2, 3, …,N. m 0 (8) 10 Where m 1, m 0; m 2 , m>0; and Pm-1/2 is the Legendre function of half integer order. Finally, the synthesized position of the pth element is given by: 2 Ip 2 cos(p ) p = cos-1 2 p 1 F (p ) Inf (p , n) n 0 (9) = [2/ (cos n cos p ) )] 1/2, 0 n p and p < n < . In the equation f ( p, n ) = 0, and element position dp = p /( ku ) . The selection of the grid is the important constituent in the reconstruction of the array currents and positions in the recursive form. The following relation defines the grid: p = p + c, where ‘c’ is a constant and c > 0 is limited by the condition that and values intersperse one another as shown below: Space: [ 0 1 2 3… N] [ 0 1 2 3… N] Space: 11 2.4.2 CONCENTRIC RING ARRAYS The geometry of the concentric ring of an array of point sources [1] is shown in figure. 2. Ring antennas have been mainly used in mobile communications, since they can radiate power at low elevation angles. Figure 2 : Geometry of Circular Ring Array [3] The array factor of the concentric ring array is given as follows: 12 E ( , ) = N M I e ij jki sin( ) cos( j ) (10) i 1 j 1 Where N is the number of concentric rings, Mi is the number of elements in the ith ring, Iij is the excitation current of the element ‘j’ in the ring ‘i’ and i is the radial distance to the ith ring from the center of the array. The current excitation, obtained from linear synthesis method is uniform i.e. Iij = 1, for a broadside array pattern. The elements in each ring are also assumed to be uniformly distributed around the circular ring, i.e. j 2 / N , the array factor can be simplified, after considerable manipulation, to yield N E (u) = M i Jo (k i u) (11) i 1 Where u = sin and ‘Jo’ is the Bessel function of zero order. Again, the nonlinear synthesis algorithm [5] is a four step process, originating with the desired array field pattern, and culminating with the generation of array element positions. Finally the design equation of pth ring position of the array becomes: Mp 2 2 2 ap = bp 2 p 1 F (bp ) Mnf (bp, an) n 1 and p ap /(k ) , f(bp, an) 2 2 1/2 [1/ ( an bp )] for a n bp for b p an 0 (12) 13 where in equation (14), F (bp ) Ed (u)sin(bpu)du; p=1,2,3,...,N 0 The values of b p , p = 1, 2, 3,…,N are selected as follows: bp k ( p / 2) . 14 Chapter 3 ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF LINEAR ARRAY ANTENNA This chapter presents the results of the two-step linear array design process that was outlined in the previous chapter. The final data for the linear unequally spaced antenna array includes the gain, beamwidth and sidelobe levels, as compared with the uniform antenna array, in order to demonstrate the performance improvement. The simulation is performed in a two-step process, 1) Generated the spacing between the antenna elements from the first MATLAB program listed in the APPENDIX I. 2) Spacing values obtained from the first program are used in the second program in APPENDIX I to calculate the difference of maximum and minimum values of gain, beamwidth and sidelobe levels of equally and unequally spaced antennas. The two steps listed above are elaborated in the sections below. 3.1 GENERATION OF UNEQUAL SPACINGS STARTING FROM A DEFAULT EQUALLY SPACED ARRAY The first MATLAB program estimates the optimized unequal spacing from the given default array, in which the elements are equally spaced at half-wavelength. With the change in the spacing between the elements, response of gain, beamwidth and peak sidelobe level (PSSL) of the array changes, and the aim is to determine the optimum set of spacing which will maximize the gain, for example. 15 The optimization process in the first step of the wideband array design starts with the equally spaced array, with spacing between each adjacent element at half a wavelength. Then the program specifies a design parameter, alpha, which specifies the maximum shift allowed in the design of the new element spacing. In the first program, the tolerance given for spacing (alpha) is varied in 10 steps from one-tenth of a wavelength to half a wavelength and the array spacing are generated in each case. The index of the shift is nd, and for each value of nd, the first program in the Appendix I gives corresponding values of the parameter alpha, based on the formula below: alpha=(nd-1)*dxaa*pi/2/pi where dxaa= 1/10 and pi=3.14 The following table gives the alpha values for each values of nd, for an 18-element array. nd 1 2 3 4 5 6 7 8 9 10 11 alpha 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 Table 1: Alpha Values for Nd= 1 To 11 of Linear Array The antennas used in the array design are identical dipoles of half a wavelength in size. Since the aim of the design is to create a wideband design from 1- 20 GHz, an interesting 16 question arises as to which wavelength to be utilized in the array spacing, and also element size values. In order to test the variability of the design, different frequencies were used in the 1- 20 GHz range: 1GHz, 1.25GHz, 1.5GHz, 1.75GHz, 2GHz, and 2.5GHz. The frequency values and corresponding wavelength values are show in Table 2 below. frequency(f GHz) 1 1.25 1.5 1.75 2 2.5 Wavelength (, meter) 0.3 0.24 0.2 0.16 0.15 0.12 Size of Dipole(/2) m 0.15 0.12 0.1 0.08 0.075 0.6 Table 2: Size of Dipoles for Different Frequencies 3.2 GENERATION OF THE UNEQUALLY SPACED ARRAY DESIGN AND ESTIMATION OF THE GAIN, BEAMWDITH AND PSSL The second MATLAB program, listed in Appendix I, applies the unequal element spacing values, obtained from the first MATLAB program, and generates the array parameters, such as gain beamwdith and PSSL, for each value of alpha. The simulation results are divided into two main categories: 17 3.2.1 GENERATION OF THE DELTA DIFFERENTIAL BETWEEN MAXIMUM AND MINIMUM PARAMETER VALUES The following section gives the delta values for each case of unequally spaced array design, corresponding to a specific value of the parameter alpha. The different delta values are explained below: delta1 is difference between maximum and minimum gain of the default uniform array. delta2 is the difference between maximum and minimum gain of non-uniform array. delta3 is the difference between maximum and minimum of beamwdith of uniform array. delta4 is the difference between maximum and minimum of beamwidthwidth of nonuniform array. delta5 is the difference between maximum and minimum of peak sidelobe level (PSSL) of uniform array. delta6 is the difference between maximum and minimum of peak sidelobe level (PSSL) of the non-uniform array. An example of gain, beamwidth and sidelobe levels of the uniform and non-uniform array design, at nd = 11 => alpha = is shown below: 18 Gain Beam width PSSL frequency (Hz) Figure 3: Plot Shown to Calculate Delta Values …….. Uniform ---------- Nonuniform The first graph shows the gain over frequency range of 1 to 20GHz, the second graph shows the beamwidth over frequency range 1 to 20GHz, and finally, the third figure shows the sidelobe levels over frequency range 1 to 20GHz. Table 3 below, lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.15 m, which corresponds, from Table 2, to a frequency of 1 GHz. 19 nd delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal) delta6 delta5 PSSL PSSL(Equal) (Unequal) 1 32.2567 32.2567 2.5 2.5 45.2987 45.2987 2 32.2567 39.1828 2.5 2.5 45.2987 47.7122 3 32.2567 22.0505 2.5 2.5 45.2987 28.9935 4 32.2567 26.9066 2.5 2.5 45.2987 39.9686 5 32.2567 23.4218 2.5 2.5 45.2987 36.1069 6 32.2567 21.7789 2.5 2 45.2987 27.9137 7 32.2567 22.9925 2.5 2 45.2987 28.733 8 32.2567 21.9605 2.5 2 45.2987 28.2963 9 32.2567 21.5641 2.5 2 45.2987 28.9425 10 32.2567 21.1303 2.5 1.5 45.2987 26.4501 11 32.2567 21.4665 2.5 1.5 45.2987 26.1597 Table 3: Delta Values for Dipole Length 0.15m of Linear Array As, we can see from the above table 3, minimum value of delta1 is 32.25 and delta2 is 21.1. There is an improvement from 32.25 to 21.1 in gain for uniform and non-uniform arrays respectively. There is an improvement from 2.5 to 1.5 in beamwidth, and 45.29 to 26.15 in PSSL. 20 Similarly, Table 4 below lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.12 m, which corresponds, from Table 2, to a frequency of 1.25 GHz. nd delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal) delta6 delta5 PSSL PSSL(Equal) (Unequal) 1 38.867 38.867 3.5 3.5 47.8234 47.409 2 38.867 45.2372 3.5 3 47.8234 48.7185 3 38.867 24.6019 3.5 3 47.8234 25.8454 4 38.867 31.0981 3.5 3 47.8234 40.3027 5 38.867 25.5529 3.5 3 47.8234 33.5679 6 38.867 24.6019 3.5 2.5 47.8234 27.9693 7 38.867 24.6019 3.5 2.5 47.8234 27.3665 8 38.867 24.6019 3.5 2.5 47.8234 30.4195 9 38.867 24.6019 3.5 2.5 47.8234 30.6346 10 38.867 24.6019 3.5 2 47.8234 25.7316 11 38.867 24.6019 3.5 2 47.8234 27.9371 Table 4: Delta Values for Dipole Length 0.12m of Linear Array From the above table 4, minimum value of delta1 is 38.86 and delta2 is 24.6. There is an improvement from 38.86 to 24.6 in gain for uniform and non-uniform arrays respectively. There is an improvement from 3.5 to 2 in Beamwidth, and 47.82 to 25.7 in PSSL. Table 5 below lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.1 m, which corresponds, from Table 2, to a frequency of 1.5 GHz. 21 1 delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal ) 42.1654 42.1654 4 4 2 42.1654 43.6836 4 3.5 48.6408 50.0982 3 42.1654 27.7679 4 4 48.6408 26.9926 4 42.1654 34.7777 4 4 48.6408 41.4246 5 42.1654 29.2481 4 3.5 48.6408 35.8773 6 42.1654 27.7679 4 3.5 48.6408 32.309 7 42.1654 27.7679 4 3 48.6408 29.9429 8 42.1654 27.7679 4 3 48.6408 24.7264 9 42.1654 27.7679 4 2.5 48.6408 30.5713 10 42.1654 27.7679 4 2.5 48.6408 26.5054 11 42.1654 27.7679 4 2 48.6408 28.3114 nd delta5 PSSL(Equal ) delta6 PSSL (Unequal) 48.6408 48.6408 Table 5: Delta Values for Dipole Length 0.1m of Linear Array As, we can see from the above table 5, minimum value of delta1 is 42.16 and delta2 is 27.7. There is an improvement from 42.16 to 27.7 in gain for uniform and non-uniform respectively. Similarly there is an improvement from 4 to 2 in Beamwidth, and 48.6 to 24.7 in PSSL. 22 Table 6 below, lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.08 m, which corresponds, from Table 2, to a frequency of 1.75 GHz. nd delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal) delta6 delta5 PSSL PSSL(Equal) (Unequal) 1 42.1654 42.1654 4 4 48.6408 48.6408 2 42.1654 43.6836 4 3.5 48.6408 50.0982 3 42.1654 27.7679 4 4 48.6408 26.9926 4 42.1654 34.7777 4 4 48.6408 41.4246 5 42.1654 29.2481 4 3.5 48.6408 35.8773 6 42.1654 27.7679 4 3.5 48.6408 32.309 7 42.1654 27.7679 4 3 48.6408 29.9429 8 42.1654 27.7679 4 3 48.6408 24.7264 9 42.1654 27.7679 4 2.5 48.6408 30.5713 10 42.1654 27.7679 4 2.5 48.6408 26.5054 11 42.1654 27.7679 4 2 48.6408 28.3114 Table 6: Delta Values for Dipole Length 0.08m of Linear Array As, we can see from the above table 6, minimum value of delta1 is 42.16 and delta2 is 27.7. There is an improvement from 42.16 to 27.7 in gain for uniform and non-uniform respectively. Similarly there is an improvement from 4 to 2 in Beamwidth, and 48.64 to 26.5 in PSSL. Table 7 below, lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.075 m, which corresponds, from Table 2, to a frequency of 2 GHz. 23 nd delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal) delta6 delta5 PSSL PSSL(Equal) (Unequal) 1 43.4002 43.4002 5.5 5.5 46.9694 46.9694 2 43.4002 32.5621 5.5 5 46.9694 35.2127 3 43.4002 31.0771 5.5 5 46.9694 27.097 4 43.4002 33.9622 5.5 5.5 46.9694 37.8601 5 43.4002 32.1185 5.5 5 46.9694 36.002 6 43.4002 31.0771 5.5 4.5 46.9694 26.4177 7 43.4002 31.0771 5.5 4 46.9694 30.5658 8 43.4002 31.0771 5.5 4 46.9694 29.7221 9 43.4002 31.0771 5.5 3.5 46.9694 22.9357 10 43.4002 31.0771 5.5 3 46.9694 22.2618 11 43.4002 31.0771 5.5 3 46.9694 31.4418 Table 7: Delta Values for Dipole Length 0.075m of Linear Array As, we can see from the above table 7, minimum value of delta1 is 43.4 and delta2 is 31.07. There is an improvement from 43.4 to 31.07 in gain for uniform and non-uniform respectively. Similarly there is an improvement from 5.5 to 3 in Beamwidth, and 46.9 to 22.2 in PSSL. Table 8 below, lists the delta values for different values of the shift parameter, alpha, at a given array element length of 0.06 m, which corresponds, from Table 2, to a frequency of 2.5 GHz. 24 nd delta4 delta1 delta2 delta3 BW Gain(Equal) Gain(Unequal) BW(Equal) (Unequal) delta6 delta5 PSSL PSSL(Equal) (Unequal) 1 42.0265 42.0265 7 7 42.5643 42.5643 2 42.0265 34.1867 7 6 42.5643 36.0467 3 42.0265 32.874 7 6 42.5643 28.0064 4 42.0265 32.874 7 6 42.5643 34.7223 5 42.0265 32.874 7 6 42.5643 29.1166 6 42.0265 32.874 7 5 42.5643 26.5809 7 42.0265 32.874 7 4.5 42.5643 31.3999 8 42.0265 32.874 7 4.5 42.5643 24.6044 9 42.0265 32.874 7 4 42.5643 19.5186 10 42.0265 32.874 7 4 42.5643 25.2043 11 42.0265 32.874 7 4 42.5643 27.9664 Table 8: Delta Values for Dipole Length 0.06m of Linear Array As, we can see from the above table 8, minimum value of delta1 is 42.02 and delta2 is 32.874. There is an improvement from 42.02 to 32.87 in gain for uniform and nonuniform respectively. Similarly there is an improvement from 7 to 4 in Beamwidth, and 42.564 to 19.51 in PSSL. From the results, least value of delta2 (gain) is 21.1, when nd=10 and dipole length of 0.15m. Least value of delta4 (beamwidth) is 1.5 for nd=10 and dipole length of 0.15m. Least value of delta6 (sidelobe level) is 19.5 when nd= 9 ad dipole length of 0.06m. 25 3.2.2 GRAPHS FOR COMPARING EQUALLY AND UNEQUALLY SPACED ARRAYS The following graphs in this section show the gain for uniform and non uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. Each figure below has response for equally spaced antenna designed as Uniformly_spaced_nd=1 and nonuniformly spaced response for nd = 2 to 11 designated as Non_uniformly_spaced_nd=2 to 11. Figure 4 below is the response of gain over 1-20GHz of dipole length 0.15m and nd as 1 to 11. X-axis is frequency in GHz, Y-axis is gain in db. 60 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 Gain Non_Uniformly_spaced_Nd=3 40 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 30 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 20 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 10 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 4: Simulation Plot for Gain of Linear Array of Length 0.15m 26 Optimum wideband performance is defined by the flattest gain curve, which shows relatively constant gain over the frequency range of interest. When comparing gains from nd = 2 to 11, optimum performance is observed at nd = 7, which corresponds to an alpha of 0.3. Figure 5 below is the response of gain over 1-20GHz of dipole length 0.12m and nd as 1 to 11. 60 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 40 Non_Uniformly_spaced_Nd=3 Gain Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 5: Simulation Plot for Gain of Linear Array of Length 0.12m From the above figure 5, when comparing gains from nd = 2 to 11, optimum performance is observed at nd = 10, which corresponds to an alpha of 0.45. 27 Figure 6 below is the response of gain over 1-20GHz of dipole length 0.1m and nd as 1 to 11 60 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 40 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Gain 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 6: Simulation Plot for Gain of Linear Array of Length 0.1m From the above figure 6, when comparing gains from nd = 2 to 11, optimum performance is observed at nd = 11, which corresponds to an alpha of 0.5. The figure 7 below is the response of gain over 1-20GHz of dipole length 0.08m and nd as 1 to 11 28 Uniformly_spaced_Nd=1 50 Gain 45 Non_Uniformly_spaced_Nd=1 40 Non_Uniformly_spaced_Nd=2 35 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 25 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 15 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 5 Non_Uniformly_spaced_Nd=10 0 Non_Uniformly_spaced_Nd=11 0 5 10 15 20 25 frequency (GHz) Figure 7: Simulation Plot for Gain of Linear Array of Length 0.08m From the above figure 7, when comparing gains from nd = 2 to 11, optimum performance is observed at nd = 9, which corresponds to an alpha of 0.4. The figure 8 below is the response of gain over 1-20GHz of dipole length 0.075m and nd as 1 to 11 60 Uniformly_spaced_Nd=1 Gain Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 40 Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 8: Simulation Plot for Gain of Linear Array of Length 0.075m 29 From the above figure 8, when comparing gains from nd = 2 to 11, optimum performance is observed at nd = 10, which corresponds to an alpha of 0.45. The figure 9 below is the response of gain over 1-20GHz of dipole length 0.06m and nd as 1 to 11 50 Gain 45 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 40 Non_Uniformly_spaced_Nd=2 35 Non_Uniformly_spaced_Nd=3 30 Non_Uniformly_spaced_Nd=4 25 Non_Uniformly_spaced_Nd=5 20 Non_Uniformly_spaced_Nd=6 15 Non_Uniformly_spaced_Nd=7 10 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 5 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 9: Simulation Plot for Gain of Linear Array of Length 0.06m From the above figure 6, when comparing gains from nd = 2 to 11, optimum performance is observed at nd = 10, which corresponds to an alpha of 0.45. From the above graphs for gain, it is clear that gain of unequally spaced antennas is more flat compared to gain of equally spaced array. 30 The following graphs in this section show the beamwidth for uniform and non uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. Figure 10 below is the response of beamwidth over 1-20GHz of dipole length 0.15m and nd as 1 to 11. X-axis is frequency in GHz, Y-axis is beamwidth in db. 3 Beam Width 2.5 2 1.5 1 0.5 0 0 5 10 15 20 -0.5 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 10: Simulation Plots for Beamwidth of Linear Array of Length 0.15m From the above figure 10, when comparing beamwidth from nd = 2 to 11, optimum performance is observed at nd = 10, which correspond to an alpha of 0.45. 31 The figure 11 below is the response of beamwidth over 1-20GHz of dipole length 0.12m and nd as 1 to 11 4 Beam Width Uniformly_spaced_Nd=1 3.5 Non_Uniformly_spaced_Nd=1 3 Non_Uniformly_spaced_Nd=2 2.5 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 2 Non_Uniformly_spaced_Nd=5 1.5 Non_Uniformly_spaced_Nd=6 1 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 0.5 Non_Uniformly_spaced_Nd=9 0 -0.5 Non_Uniformly_spaced_Nd=10 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 11: Simulation Plot for Beamwidth of Linear Array of Length 0.12m From the above figure 11, when comparing beamwidths from nd = 2 to 11, optimum performance is observed at nd = 10, which corresponds to an alpha of 0.45. 32 The figure 12 below is the response of beamwidth over 1-20GHz of dipole length 0.1m and nd as 1 to 11 4.5 Beam Width 4 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 3.5 Non_Uniformly_spaced_Nd=2 3 Non_Uniformly_spaced_Nd=3 2.5 Non_Uniformly_spaced_Nd=4 2 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 1.5 Non_Uniformly_spaced_Nd=7 1 Non_Uniformly_spaced_Nd=8 0.5 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 -0.5 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 12: Simulation Plot for Beamwidth of Linear Array of Length 0.1m From the above figure 12, when comparing beamwidths from nd = 2 to 11, optimum performance is observed at nd = 9, which corresponds to an alpha of 0.4. 33 The figure 13 below is the response of beamwidth over 1-20GHz of dipole length 0.08m and nd as 1 to 11 5 Uniformly_spaced_Nd=1 Beam Width Non_Uniformly_spaced_Nd=1 4 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 2 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 1 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 Non_Uniformly_spaced_Nd=11 -1 frequency (GHz) Figure 13: Simulation Plot for Beamwidth of Linear Array of Length 0.08m From the above figure 13, when comparing beamwidths from nd = 2 to 11, optimum performance is observed at nd = 6, which corresponds to an alpha of 0.25. The figure 14 below is the response of beamwidth over 1-20GHz of dipole length 0.075m and nd as 1 to 11 34 6 Beam Width Uniformly_spaced_Nd=1 5 Non_Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=2 4 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 3 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 2 Non_Uniformly_spaced_Nd=7 1 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 Non_Uniformly_spaced_Nd=11 -1 frequency (GHz) Figure 14: Simulation Plot for Beamwidth of Linear Array of Length 0.075m From the above figure 14, when comparing beamwidths from nd = 2 to 11, optimum performance is observed at nd = 7, which corresponds to an alpha of 0.3. 35 The figure 15 below is the response of beamwidth over 1-20GHz of dipole length 0.06m and nd as 1 to 11 8 Beam Width 7 Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 6 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 5 Non_Uniformly_spaced_Nd=4 4 Non_Uniformly_spaced_Nd=5 3 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 2 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 1 Non_Uniformly_spaced_Nd=10 0 -1 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 15: Simulation Plot for Beamwidth of Linear Array of Length 0.06m From the above figure 15, when comparing beamwidths from nd = 2 to 11, optimum performance is observed at nd = 7, which corresponds to an alpha of 0.3. From the above set of graphs it is clear that beamwidth of unequally spaced antennas(Non_Uniformly_spaced_ nd =2,3,4,5,6,7,8,9,10,11) is more flat compared to the beamwidth of equally spaced array (Uniformly_spaced_ nd =1). 36 The following graphs in this section show the peak sidelobe levels (PSSL) for uniform and non-uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. Figure 16 below is the response of PSSL over 1-20GHz of dipole length 0.15m and nd as 1 to 11. X-axis is frequency in GHz; Y-axis is PSSL in db. 60 Uniformly_spaced_Nd=1 PSSL Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 40 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 16: Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.15m From the above figure 16, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 8, which corresponds to an alpha of 0.35. 37 Figure 17 below is the response of PSSL over 1-20GHz of dipole length 0.12m and nd as 1 to 11. 60 Uniformly_spaced_Nd=1 PSSL Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 40 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 30 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 20 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 17: Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.12m From the above figure 17, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 9, which corresponds to an alpha of 0.4. 38 The figure 18 below is the response of PSSL over 1-20GHz of dipole length 0.1m and nd as 1 to 11. 60 PSSL Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=2 40 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 18: Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.1m From the above figure 18, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 4, which corresponds to an alpha of 0.15. 39 The figure 19 below is the response of PSSL over 1-20GHz of dipole length 0.08m and nd as 1 to 11 50 Uniformly_spaced_Nd=1 PSSL 45 Non_Uniformly_spaced_Nd=1 40 Non_Uniformly_spaced_Nd=2 35 Non_Uniformly_spaced_Nd=3 30 Non_Uniformly_spaced_Nd=4 25 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 15 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 5 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 19: Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.08m From the above figure 19, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 9, which corresponds to an alpha of 0.4. 40 The figure 20 below is the response of PSSL over 1-20GHz of dipole length 0.075m and nd as 1 to 11 60 PSSL Uniformly_spaced_Nd=1 50 Non_Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=2 40 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 30 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 20 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 10 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 . 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=11 frequency (GHz) Figure 20: Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.075m From the above figure 20, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 10, which corresponds to an alpha of 0.45. 41 The figure 21 below is the response of PSSL over 1-20GHz of dipole length 0.06m and nd as 1 to 11 50 45 Uniformly_spaced_Nd=1 40 Non_Uniformly_spaced_Nd=1 Non_Uniformly_spaced_Nd=2 35 Non_Uniformly_spaced_Nd=3 30 Non_Uniformly_spaced_Nd=4 25 Non_Uniformly_spaced_Nd=5 PSSL 20 Non_Uniformly_spaced_Nd=6 15 Non_Uniformly_spaced_Nd=7 10 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 5 Non_Uniformly_spaced_Nd=10 0 . 0 5 10 15 20 Non_Uniformly_spaced_Nd=11 25 frequency (GHz) Figure 21: . Simulation Plot for Peak Sidelobe Levels of Linear Array of Length 0.06m From the above figure 21, when comparing PSSL from nd = 2 to 11, optimum performance is observed at nd = 9, which corresponds to an alpha of 0.4. From the above set of graphs it is clear that PSSL of unequally spaced antennas(Non_Uniformly_spaced_nd=2,3,4,5,6,7,8,9,10,11) is flatter compared to the PSSL of equally spaced array (Uniformly_spaced_nd =1). 42 Chapter 4 ESTIMATION OF GAIN, BEAMWIDTH AND SIDELOBE LEVELS OF CONCENTRIC RING ARRAY ANTENNA This chapter presents the results of the two-step concentric ring array design process that was outlined in chapter 2. The final data for the concentric ring unequally spaced antenna array includes the gain, beamwidth and sidelobe levels, as compared with the uniform antenna array, in order to demonstrate the performance improvement. The simulation is performed in a two-step process, 1) Generation of spacing between the antennas elements from the first MATLAB program listed in the APPENDIX II. 2) Spacing values obtained from the first program are used in the second program in APPENDIX II to calculate the difference of maximum and minimum values of gain, beamwidth and sidelobe levels of equally and unequally spaced antennas. 4.1 GENERATION OF UNEQUAL SPACINGS STARTING FROM A DEFAULT EQUALLY SPACED ARRAY The first MATLAB program estimates the optimized unequal spacing from the given default array, in which the elements are equally spaced at half-wavelength. With the change in the spacing between the elements, response of gain, beamwidth and peak 43 sidelobe level (PSSL) of the array changes, and the aim is to determine the optimum set of spacing which will maximize the gain, for example. The optimization process in the first step of the wideband array design starts with the equally spaced array, with spacing between each adjacent element at half a wavelength. Then the program specifies a design parameter, alm0, which specifies the maximum shift allowed in the design of the new element spacing. In the first program, the tolerance given for spacing (alm0) is varied in 10 steps from one-tenth of a wavelength to half a wavelength and the array spacing are generated in each case. The index of the shift is nd, and for each value of nd, the first program in the Appendix II gives corresponding values of the parameter alm0, based on the formula below: alm0=dx(1)+dxa*dxx dxx= dxxx*tpi dxa=(nd-1)*dxaa ndxa=10, dxaa=2./ndxa where dxxx= Default Spacing between Adjacent Rings (In Wavelengths) dx (I)= Radius of I'th Ring In Default Uniform Array The following table 9 gives alm0 values for different values of nd, for a 10 element array. nd 2 3 4 5 6 7 8 9 10 alm0 3.76 4.39 5.02 5.65 6.28 6.91 7.53 8.1 8.79 44 Table 9: alm0 Values for nd= 2 to 10 of Ring Array 4.2 GENERATION OF THE UNEQUALLY SPACED ARRAY DESIGN AND ESTIMATION OF THE GAIN, BEAMWDITH AND PSSL The second MATLAB program, listed in Appendix II, applies the unequal element spacing values, obtained from the first MATLAB program, and generates the array parameters, such as gain beamwdith and PSSL, for each value of alpha. The simulation results are divided into two main categories: 4.2.1 GENERATION OF THE DELTA DIFFERENTIAL BETWEEN MAXIMUM AND MINIMUM PARAMETER VALUES The following section gives the delta values for each case of unequally spaced array design, corresponding to a specific value of the parameter alm0. Table 10 below, lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.15 m, which corresponds, from Table 2, to a frequency of 1 GHz. nd 2 3 4 5 6 7 8 9 10 delta1 delta2 delta3 Gain(Equal) Gain(Unequal) BW(Equal) 496.2518 496.2518 496.2518 496.2518 496.2518 496.2518 496.2518 496.2518 496.2518 496.2518 508.3305 515.155 515.4266 506.3319 521.411 517.0018 521.0067 514.7109 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 delta4 BW (Unequal) 2.5 2.5 2.5 2 2.5 2 1.5 1.5 1.5 delta5 PSSL(Equal) 75.7998 75.7998 75.7998 75.7998 75.7998 75.7998 75.7998 75.7998 75.7998 delta6 PSSL (Unequal) 75.7998 78.8943 65.1775 83.8732 81.0041 81.1173 26.7436 28.2859 22.6819 Table 10: Delta Value for Dipole Length 0.15m of Concentric Ring Array 45 As we can see from the above table 10, there is an improvement in beamwidth from 2.5 to 1.5 for uniform and non-uniform respectively and 75.7998 to 22.6819 in PSSL, but no significant improvement in gain. Table 11 below lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.12 m, which corresponds, from Table 2, to a frequency of 1.25 GHz. delta1 delta2 500.8132 500.8132 500.8132 500.8132 500.8132 500.8132 500.8132 500.8132 500.8132 500.8132 498.7299 516.9039 510.6937 507.0474 520.7898 517.5651 520.3748 519.8909 delta3 nd Gain(Equal) Gain(Unequal) BW(Equal 2 3 4 5 6 7 8 9 10 ) 3 3 3 3 3 3 3 3 3 delta4 BW (Unequal) 3 3 3 2 3 2.5 2.5 2 2 delta5 PSSL(Equal) 73.0902 73.0902 73.0902 73.0902 73.0902 73.0902 73.0902 73.0902 73.0902 delta6 PSSL (Unequal) 73.0902 75.3982 63.0188 85.2344 80.6616 78.4412 30.514 33.7083 26.4636 Table 11: Delta Value for Dipole Length 0.12m of Concentric Ring Array As we can see from the above table 11, there is an improvement in beamwidth from 3 to 2 for uniform and non-uniform respectively and 73.0902 to 26.4636 inPSSL, but no significant improvement in gain. Table 12 below lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.1 m, which corresponds, from Table 2, to a frequency of 1.5 GHz. 46 delta1 delta2 delta3 500.2443 500.2443 500.2443 500.2443 500.2443 500.2443 500.2443 500.2443 500.2443 500.2443 496.0851 511.9678 510.9196 508.8025 515.2386 519.9909 520.4758 516.1754 4 4 4 4 4 4 4 4 4 nd Gain(Equal) Gain(Unequal) BW(Equal) 2 3 4 5 6 7 8 9 10 delta4 BW (Unequal) 4 4 3.5 3.5 3.5 3 3 2.5 2.5 delta5 PSSL(Equal) 75.4441 75.4441 75.4441 75.4441 75.4441 75.4441 75.4441 75.4441 75.4441 delta6 PSSL (Unequal) 75.4441 72.7686 62.3989 84.2353 79.2695 74.526 33.8923 36.6763 30.8117 Table 12: Delta Value for Dipole Length 0.1m of Concentric Ring Array As we can see from the above table 12, there is an improvement in beamwidth from 4 to 2.5 for uniform and non-uniform respectively and 75.4441 to 30.8117 in PSSL, but no significant improvement in gain. Table 13 below lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.08 m, which corresponds, from Table 2, to a frequency of 1.75 GHz. nd 2 3 4 5 6 7 8 9 10 delta1 delta2 delta3 Gain(Equal) Gain(Unequal) BW(Equal) 492.5462 492.5462 492.5462 492.5462 492.5462 492.5462 492.5462 492.5462 492.5462 492.5462 496.4932 507.4069 510.0159 496.5909 515.5424 513.3345 512.3381 513.4861 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 delta4 BW (Unequal) 4.5 4.5 4.5 4 4.5 3.5 3.5 3 3 delta5 PSSL(Equal) 78.9391 78.9391 78.9391 78.9391 78.9391 78.9391 78.9391 78.9391 78.9391 delta6 PSSL (Unequal) 78.9391 76.0635 67.5353 79.9559 82.2082 74.1911 36.8218 36.5545 34.239 Table 13: Delta Value for Dipole Length 0.08m of Concentric Ring Array 47 As we can see from the above table 13, there is an improvement in beamwidth from 4.5 to 3 for uniform and non-uniform respectively and 78.9391 to 34.239 in PSSL, but no significant improvement in gain. Table 14 below lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.075 m, which corresponds, from Table 2, to a frequency of 2 GHz. nd delta1 Gain(Equal) delta2 Gain (Unequal) delta3 BW(Equal) delta4 BW (Unequal) delta5 PSSL(Equal) 2 3 4 5 6 7 8 9 10 486.5532 486.5532 486.5532 486.5532 486.5532 486.5532 486.5532 486.5532 486.5532 486.5532 493.2451 503.0829 508.2444 490.7175 511.0848 517.6317 518.4684 513.9701 5 5 5 5 5 5 5 5 5 5 5 4.5 4.5 5 4 4 3.5 3.5 84.4795 84.4795 84.4795 84.4795 84.4795 84.4795 84.4795 84.4795 84.4795 delta6 PSSL (Unequa l) 84.4795 80.0598 69.3897 86.3471 84.0257 79.9671 40.53 39.4433 32.3845 Table 14: Delta Value for Dipole Length 0.075m of Concentric Ring Array As we can see from the above table 14, there is an improvement in beamwidth from 5 to 3.5 for uniform and non-uniform respectively and 84.4795 to 32.3845 in PSSL, but no significant improvement in gain. 48 Table 15 below lists the delta values for different values of the shift parameter, alm0, at a given array element length of 0.06 m, which corresponds, from Table 2, to a frequency of 2.5 GHz. delta1 nd Gain(Equal) 2 3 4 5 6 7 8 9 10 494.9356 494.9356 494.9356 494.9356 494.9356 494.9356 494.9356 494.9356 494.9356 delta2 Gain (Unequal) 494.9356 494.9356 498.9885 503.8146 494.9356 499.1044 501.9388 503.0715 506.5183 delta3 BW(Equal) 6.5 6.5 6.5 6.5 6.5 6.5 6.5 6.5 6.5 delta4 BW (Unequal) 6.5 6.5 6 5.5 6.5 5 5 4 4 delta5 PSSL(Equal) 88.7438 88.7438 88.7438 88.7438 88.7438 88.7438 88.7438 88.7438 88.7438 delta6 PSSL (Unequal) 88.7438 83.9844 74.3613 90.9406 90.2297 84.1557 42.2426 40.009 35.6124 Table 15: Delta Value for Dipole Length 0.06m of Concentric Ring Array As we can see from the above table, there is an improvement in beamwidth from 6.5 to 4 for uniform and non-uniform respectively and 88.7438 to 35.6124 in PSSL, but no significant improvement in gain. From the above set of tables for concentric arrays, there is performance improvement in beamwidth and PSSL but there is no significant improvement in gain. Least value of delta4 (beamwidth) is 1.5 for nd=10 and dipole length of 0.15m. Least value of delta6 (PSSL) is 22.6 when nd= 10 at dipole length of 0.15m. 49 4.2.2 GRAPHS FOR COMPARING EQUALLY AND UNEQUALLY SPACED ARRAYS The following graphs in this section show the gain for uniform and non-uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. The figure 22 below is the response of gain over 1-20GHz for nd= 2 to 10 of dipole length 0.15m. X-axis is frequency in GHz, Y-axis is gain in db. 600 Gain 400 200 0 0 5 10 15 20 25 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 22: Simulation Plot for Gain of Concentric Ring Array of Length 0.15m Optimum wideband performance is defined by the flattest gain curve, which shows relatively constant gain over the frequency range of interest. From figure 22, when comparing gains from nd = 3 to 10, there is no significant improvement in performance. Figure 23 below is the response of gain over 1-20GHz of dipole length 0.12m for nd= 2 to 10 50 600 400 Gain 200 0 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 25 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 23: Simulation Plot for Gain of Concentric Ring Array of Length 0.12m From figure 23, when comparing gains from nd = 3 to 10, there is no significant improvement in performance. Figure 24 below is the response of gain over 1-20GHz of dipole length 0.1m for nd= 2 to 10 Gain 600 500 400 300 200 100 0 0 5 10 15 20 25 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 24: Simulation Plot for Gain of Concentric Ring Array of Length 0.1m From figure 24, when comparing gains from nd = 3 to 10, there is no significant improvement in performance. Figure 25 below is the response of gain over 1-20GHz of dipole length 0.08m for nd= 2 to 10 51 Uniformly_spaced_Nd=2 600 Non_Uniformly_spaced_Nd=2 500 Non_Uniformly_spaced_Nd=3 400 Non_Uniformly_spaced_Nd=4 Gain Non_Uniformly_spaced_Nd=5 300 Non_Uniformly_spaced_Nd=6 200 Non_Uniformly_spaced_Nd=7 100 Non_Uniformly_spaced_Nd=8 0 Non_Uniformly_spaced_Nd=9 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 25: Simulation Plot for Gain of Concentric Ring Array of Length 0.08m From figure 25, when comparing gains from nd = 3 to 10, there is no significant improvement in performance. Figure 26 below is the response of gain over 1-20GHz of dipole length 0.075m for nd= 2 to 10 Gain 600 500 400 300 200 100 0 0 5 10 15 20 25 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 26: Simulation Plot for Gain of Concentric Ring Array of Length 0.075m 52 From figure 26, when comparing gains from nd = 3 to 10, there is no significant improvement in performance. Figure 27 below is the response of gain over 1-20GHz of dipole length 0.06m for nd= 2 to 10 Gain 600 500 400 300 200 100 0 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 25 frequency (GHz) Figure 27: Simulation Plot for Gain of Concentric Ring Array of Length 0.06m From figure 27, when comparing gains from nd = 3 to 10, there is no significant improvement in performance.As we can see from the above set of graphs, there is no significant improvement in the gain for non uniform array when compared to uniform ring array antenna. The following graphs in this section show the beamwidth for uniform and non-uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. Figure 28 below is the response of beamwidth over 1-20GHz of dipole length 0.15m for nd= 2 to 10. X-axis is frequency in GHz, Y-axis is beamwidth in db. 53 3 2.5 2 Beam Width 1.5 1 0.5 0 -0.5 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 28: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.15m From the above figure 28, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 10, which corresponds to an alm0 of 8.79. The figure 29 below is the response of beamwidth over 1-20GHz of dipole length 0.12m for nd= 2 to 10. 3.5 3 Beam 2.5 2 Width 1.5 1 0.5 0 -0.5 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 29: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.12m 54 From the above figure 29, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 10, which corresponds to an alm0 of 8.79. The figure 30 below is the response of beamwidth over 1-20GHz of dipole length 0.1m for nd= 2 to 10. 4.5 Beam Width Uniformly_spaced_Nd=2 4 Non_Uniformly_spaced_Nd=2 3.5 Non_Uniformly_spaced_Nd=3 3 Non_Uniformly_spaced_Nd=4 2.5 Non_Uniformly_spaced_Nd=5 2 Non_Uniformly_spaced_Nd=6 1.5 Non_Uniformly_spaced_Nd=7 1 Non_Uniformly_spaced_Nd=8 0.5 Non_Uniformly_spaced_Nd=9 0 -0.5 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 30: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.1m for Nd= 2 To 10 From the above figure 30, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 2, which corresponds to an alm0 of 3.76. The figure 31 below is the response of beamwidth over 1-20GHz of dipole length 0.08m for nd= 2 to 10. 55 5 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 25 Non_Uniformly_spaced_Nd=10 4 3 Beam 2 Width 1 0 0 5 10 15 20 -1 frequency (GHz) Figure 31: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.08m From the above figure 31, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 9, which corresponds to an alm0 of 8.1. The figure 32 below is the response of beamwidth over 1-20GHz of dipole length 0.075m for nd= 2 to 10. Beam Width 6 Uniformly_spaced_Nd=2 5 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 4 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 3 Non_Uniformly_spaced_Nd=6 2 Non_Uniformly_spaced_Nd=7 1 Non_Uniformly_spaced_Nd=8 0 Non_Uniformly_spaced_Nd=9 -1 0 5 10 15 20 Non_Uniformly_spaced_Nd=10 25 frequency (GHz) Figure 32: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.075m 56 From the above figure 32, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 9, which corresponds to an alm0 of 8.1. The figure 33 below is the response of beamwidth over 1-20GHz of dipole length 0.06m for nd= 2 to 10 7 6 5 Beam 4 Width 3 2 1 0 -1 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 25 frequency (GHz) Figure 33: Simulation Plot for Beamwidth of Concentric Ring Array of Length 0.06m From the above figure 33, when comparing beamwidth from nd = 3 to 10, optimum performance is observed at nd = 10, which corresponds to an alm0 of 8.79. From the above set of graphs it is clear that beamwidth of unequally spaced antennas (Non_Uniformly_spaced_nd=3, 4, 5, 6, 7, 8, 9, 10, 11) is flatter compared to the beamwidth of equally spaced array (Uniformly_spaced_nd=2). The following graphs in this section show the sidelobe levels for uniform and non uniform array antennas over the frequency range of 1-20GHz for different lengths of dipole. 57 The figure 34 below is the response of PSSL over 1-20GHz of dipole length 0.15m for nd= 2 to 10. X-axis is frequency in GHz; Y-axis is PSSL in db. 120 100 80 PSSL 60 40 20 0 0 5 10 15 20 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 Non_Uniformly_spaced_Nd=9 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 34: Simulation Plot for PSSL of Concentric Ring Array of Length 0.15m From the above figure 34, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 10, which corresponds to an alm0 of 8.79. The figure 35 below is the response of PSSL over 1-20GHz of dipole length 0.12m for nd= 2 to 10. 58 120 Uniformly_spaced_Nd=2 100 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 80 PSSL Non_Uniformly_spaced_Nd=4 60 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 40 Non_Uniformly_spaced_Nd=7 20 Non_Uniformly_spaced_Nd=8 0 Non_Uniformly_spaced_Nd=9 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 35: Simulation Plot for PSSL of Concentric Ring Array of Length 0.12m From the above figure 35, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 9, which corresponds to an alm0 of 8.1. The figure 36 below is the response of PSSL over 1-20GHz of dipole length 0.1m for nd= 2 to 10. 120 Uniformly_spaced_Nd=2 PSSL 100 Non_Uniformly_spaced_Nd=2 80 Non_Uniformly_spaced_Nd=3 Non_Uniformly_spaced_Nd=4 60 Non_Uniformly_spaced_Nd=5 40 Non_Uniformly_spaced_Nd=6 Non_Uniformly_spaced_Nd=7 20 Non_Uniformly_spaced_Nd=8 0 Non_Uniformly_spaced_Nd=9 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 36: Simulation Plot for PSSL of Concentric Ring Array of Length 0.1m 59 From the above figure 36, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 7, which corresponds to an alm0 of 6.91. The figure 37 below is the response of PSSL over 1-20GHz of dipole length 0.08m for nd= 2 to 10. PSSL 120 Uniformly_spaced_Nd=2 100 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 80 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 60 Non_Uniformly_spaced_Nd=6 40 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 20 Non_Uniformly_spaced_Nd=9 Non_Uniformly_spaced_Nd=10 0 0 5 10 15 20 25 frequency (GHz) Figure 37: Simulation Plot for PSSL Of Concentric Ring Array Of Length 0.08m From the above figure 37, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 7, which corresponds to an alm0 of 6.91. 60 The figure 38 below is the response of PSSL over 1-20GHz of dipole length 0.075m for nd= 2 to 10. PSSL 120 Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=2 100 Non_Uniformly_spaced_Nd=3 80 Non_Uniformly_spaced_Nd=4 Non_Uniformly_spaced_Nd=5 60 Non_Uniformly_spaced_Nd=6 40 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 20 Non_Uniformly_spaced_Nd=9 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 38: Simulation plot for PSSL of concentric ring array of length 0.075m From the above figure 38, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 7, which corresponds to an alm0 of 6.91. 61 The figure 39 below is the response of PSSL over 1-20GHz of dipole length 0.06m for nd= 2 to 10. PSSL 120 Uniformly_spaced_Nd=2 100 Non_Uniformly_spaced_Nd=2 Non_Uniformly_spaced_Nd=3 80 Non_Uniformly_spaced_Nd=4 60 Non_Uniformly_spaced_Nd=5 Non_Uniformly_spaced_Nd=6 40 Non_Uniformly_spaced_Nd=7 Non_Uniformly_spaced_Nd=8 20 Non_Uniformly_spaced_Nd=9 0 0 5 10 15 20 25 Non_Uniformly_spaced_Nd=10 frequency (GHz) Figure 39: Simulation Plot for PSSL of Concentric Ring Array of Length 0.06m From the above figure 39, when comparing PSSL from nd = 3 to 10, optimum performance is observed at nd = 7, which corresponds to an alm0 of 6.91. From the above set of graphs it is clear that PSSL of unequally spaced antennas (Non_Uniformly_spaced_nd=3, 4, 5, 6, 7, 8, 9, 10, 11) is flatter compared to the PSSL of equally spaced array (Uniformly_spaced_nd =2) 62 Chapter 5 CONCLUSION The main scope of this project was to observe the wideband behavior of non uniform antenna arrays. This study is an extension to previous work on design of nonuniform antenna array. Wideband behavior is observed by employing unequal spacing between traditional uniform antennas. Antenna properties like gain, beamwidth and sidelobe levels are observed over the wide range of frequencies of range of 1-20GHz. These properties are plotted on the same graph to observe the improvement. From these graphs, we observed that the gain, beamwidth and sidelobe levels are more uniform over the frequency range compared to that of uniform antenna array. There is significant improvement in all the antenna properties for linear antenna array. There is improvement in sidelobe levels and beamwidth for concentric ring antenna array. The future scope of the project could be in further improving the performance. Gain, beamwidth and sidelobe levels are not completely flat over the wide frequency range for linear and concentric ring antennas. 63 APPENDIX I MATLAB Code for Linear Antenna Arrays PROGRAM 1 This program generates the spacing between the antenna elements in Linear Array % SYNTHESIS OF UNEQUALLY SPACED ARRAYS BY LEGENDRE POLYNOMIAL METHOD % IDEAL STARTING FUNCTIONS-PENCIL BEAM clear; na=18; nu=361; umm=0.01; na1=na; na2=2*na-1; na3=2*4+1; um1=2./na2; tpi=pi*2.; ipath=1; um=1.; du=um/(nu-1); nu1=nu; du1=du; xna=na; dx(1)=0; dx1(1)=0; dxx=pi; c(1)=1.0; for i=2:na; i1=i-1; c(i)=2.0; end; for i=2:na1; dx1(i)=dx1(i-1)+pi; end; for i=1:nu; xi=i; u=(xi-1)*du; 64 b(i)=1.0; if u > um1 b(i)=umm; end; end; ndxa=10; dxaa=1./ndxa; nd=input('enter value of nd between 1 and 11----='); nu=nu1; du=du1; dxa=(nd-1)*dxaa; alm=du*(dx(1)+dxa*pi); thn(1)=du*dx(1); c0=f2(alm,b,pi,nu)/f1(alm,thn(1)); for n1=1:na; c1(n1)=c(n1)*c0/c(1); end; for n=2:na; alm=du*(dx(n-1)+pi+dxa*pi); s=0.0; for m=1:n-1; s=s+c1(m)*f1(alm,thn(m)); end; s1=f2(alm,b,pi,nu)-s; thn(n)=((2*c1(n)*c1(n)/s1/s1)+cos(alm)); if abs(thn(n))>1 thn(n)=cos(du*(dx(n-1)+pi)); end; thn(n)=acos(thn(n)); if thn(n)>= alm thn(n)=(du*(dx(n-1)+pi)); end; dx(n)=thn(n)/du; dxx=dx(n)-dx(n-1); if dxx<pi dx(n)=dx(n-1)+pi; end; if dxx<pi thn(n)=du*dx(n); end; end; 65 nu=361; du=um/(nu-1); for i=1:nu; xi=i; u=(xi-1)*du; if u>1 u=2.-u; end; s1=0.0; for l=1:na; l1=l-1; s1=s1+c(l)*cos(dx1(l)*u); end; b1(i)=s1; end; for i=1:nu; u=(i-1)*du; s=0.0; for l=1:na; l1=l-1; s=s+c(l)*cos(dx(l)*u); end ; b2(i)=s; end; bm2=samax(b2,nu); bm1=samax(b1,nu); for m=1:nu; u=(m-1)*du; b2(m)=abs(b2(m)/bm2); b1(m)=abs(b1(m)/bm1); end; dx=dx/2/pi alpha=(nd-1)*dxaa*pi/2/pi function bw=bw(a,n,du) for i=2:n; bwx=1./sqrt(2.); if a(i+1)<bwx & a(i-1)>bwx k=i; end; bw=(k-1)*du; 66 bw=acos(bw)*180./pi; bw=bw-90; end; function f1=f1(alm,thn) pr=sqrt(2.); c1=cos(thn)-cos(alm); if alm<thn f1=0.0; elseif alm>=thn; c1=sqrt(c1); f1=pr/c1; end; function f2=f2(alm,b,pi,nu) x=cos(alm); x2=(1.-x)/2.; x1=sqrt(x2); x1=sin(x1)^2; [k,e] = ellipke(x1); p1=2.*e/pi; p(1)=2.*(2.*e-k)/pi; p(2)=4.*x*p(1)/3.-p1/3.; for l=3:nu; l1=l-1; xl=2.*l1; xl1=(-0.5+l1); xl2=0.5+l1; p(l)=(xl*x*p(l-1)-p(l-2)*xl1)/xl2; end; s=b(1)*p1; for l=1:nu-1; s2=b(l+1)*p(l); s=s+2.*s2; end; f2=s; function pssl=pssl(a,n) k=0; for i=2,n; 67 if a(i-1)<a(i)& a(i+1)< a(i)k=k+1; end; if a(i-1)< a(i)& a(i+1)< a(i) a1(k)=a(i); end; fssl=a1(1); pssl=samax(a1,k); end; function samax=samax(a,nn) s=a(1); for i=2:nn; s=max(s,a(i)); end; samax=s; 68 PROGRAM 2 This program plots the gain, beamwidth and sidelobe levels over the frequency range of 1 to 20 GHz %% Wideband dipole pattern clear ; f0=1e9; f1=1e9; f2=20e9; f3=5e9; c=3e8; fc=f0; lambdac=c/f3; lambda0=c/f3; dspac=lambdac/2; ldipole=142.65/(f3/1e6); M=18; for i = 1:M; a(i) =1.0; du(i)= (i)*dspac; end; dnu=[0 0.5 1.0 1.5 2.0 2.75 3.5706 4.4343 5.3304 6.2507 7.1888 8.1400 9.1007 10.0684 11.0411 12.0176 12.9968 13.9780]*lambdac; N1 = 50; df=(f2-f1)/N1; for fn=1:N1; 69 f=f1+(fn-1)*df; ff(fn)=f; lambda=c/f; k=2*pi/lambda; N=361; dth=pi/(N-1); % Generation of two-dimensional electric field E(theta, phi) for i1=1:N; theta=(i1-1)*dth; theta1(i1)=theta; s=0.0; s1=0.0; s2=0.0; for m=1:M; s1=s1+ a(m)*exp(j*k*du(m)*cos(theta)); s2=s2+ a(m)*exp(j*k*dnu(m)*cos(theta)); end eth1(i1)=s1*(cos(pi*ldipole*cos(theta)/lambda)-cos(pi*ldipole/lambda))/sin(theta); eth2(i1)=s2*(cos(pi*ldipole*cos(theta)/lambda)-cos(pi*ldipole/lambda))/sin(theta); end; [y,im1]=max(abs(eth1)); ethm1(fn)=y; [y,im2]=max(abs(eth2)); ethm2(fn)=y; bwx=abs(ethm1(fn))/sqrt(2.); for i=im1:N-1; if abs(eth1(i+1))< bwx & abs(eth1(i-1))>bwx k=i break 70 end; end; bw1(fn)=(k-im1)*dth*180/pi; %bw1(fn)=acos(bw)*180./pi; bwx=abs(ethm2(fn))/sqrt(2.); for i=im2:N-1; if abs(eth2(i+1))< bwx & abs(eth2(i-1))>bwx k=i break; end; end; bw2(fn)=(k-im2)*dth*180/pi; % Peak Sidelobe level k1=0; for i=im1+1:N-1; if abs(eth1(i+1))< abs(eth1(i)) & abs(eth1(i-1))< abs(eth1(i)) k1=k1+1; s11(k1)=abs(eth1(i)); end; end; pssl1(fn)=max(s11); k1=0; for i=im2+1:N-1; if abs(eth2(i+1))< abs(eth2(i)) & abs(eth2(i-1))< abs(eth2(i)) k1=k1+1; s12(k1)=abs(eth2(i)); end; end; pssl2(fn)=max(s12); end; %ethm=max(ethm0,ethm1); %ethm=max(ethm,ethm2); subplot(3,1,1); plot(ff,ethm1,'.',ff,ethm2,'-'); subplot(3,1,2); plot(ff,bw1,'.',ff,bw2,'-'); subplot(3,1,3); plot(ff,pssl1,'.',ff,pssl2,'-'); 71 delta1=max(ethm1)-min(ethm1) delta2=max(ethm2)-min(ethm2) delta3=max(bw1)-min(bw1) delta4=max(bw2)-min(bw2) delta5=max(pssl1)-min(pssl1) delta6=max(pssl2)-min(pssl2) 72 APPENDIX II MATLAB Code for Concentric Ring Antenna Arrays PROGRAM 1 This program generates the spacing between the antenna elements in Ring Array % SYNTHESIS OF UNEQUALLY SPACED CONCENTRIC RING ARRAY % NA=NUMBER OF RINGS IN THE ARRAY % NU=NUMBER OF POINTS IN THE ARRAY FACTOR PATTERN % DXXX=DEFAULT SPACING BETWEEN ADJACENT RINGS (IN WAVELENGTHS) % C(I)=CURRENT IN I'TH RING OF THE ARRAY % DX1(I)=RADIUS OF I'TH RING IN NONUNIFORM ARRAY % DX(I)=RADIUS OF I'TH RING IN DEFAULT UNIFORM ARRAY % UM1=WIDTH OF MAINLOBE IN THE DESIRED TARGET PATTERN % UMM=MAGNITUDE OF DESIRED TARGET PATTERN OUTSIDE MAINLOBE clear; na=10; nu=721; umm=0.01; dxxx=0.5; na1=na; na2=2*na-1; na3=2*4+1; tpi=pi*2.; ipath=1; um=1.; du=um/(nu-1); nu1=nu; du1=du; xna=na; dx(1)=dxxx*tpi; dx1(1)=dxxx*tpi; dxx=dxxx*tpi; c(1)=1.0; for i=2:na; i1=i-1; c(i)=i; end ; 73 for i=2:na1; dx1(i)=dx1(i-1)+dxx; end ; for i=1:nu; u=(i-1)*du; s=0.0; for n=1:na; u1=dx1(n)*u; s=s+c(n)*besselj(0,u1); end; b2(i)=s; end ; b2m=max(b2); for i=1:nu; b2(i)=b2(i)/b2m; b2(i)=abs(b2(i)); end ; k=1; for i=2:n; if(b2(i+1)>b2(i)& b2(i-1)>b2(i))k=i; end; zero1=(k-1)*du; end; um1=zero1; for i=1:nu; xi=i; u=(xi-1)*du; b(i)=1.0; if(u > um1)b(i)=umm; end; b(i)=b(i); end; ndxa=10; dxaa=2./ndxa; nd=1; % number between 1 and 10 74 nu=nu1; du=du1; dxa=(nd-1)*dxaa; alm0=dx(1)+dxa*dxx; alm=alm0; thn(1)=dx(1); thnn=thn(1); for l=1:nu; u=(l-1)*du; uu(l)=u; p(l)=b(l)*sin(alm0*u); end; c1=alm*alm-thnn*thnn; if(alm <= thnn)f1=0.0; else f1=1./sqrt(c1); end; s=trapz(uu,p); f2=s; c0=f2/f1; for n1=1:na; c2(n1)=c(n1)*c0/c(1); end ; for n=2:na; alm=dx(n-1)+dxx+dxa*dxx; s=0.0; for m=1:n-1; c1=alm*alm-thnn*thnn; if(alm <= thnn)f1=0.0; else f1=1./sqrt(c1); end; s=s+c2(m)*f1; end ; for l=1:nu; u=(l-1)*du; uu(l)=u; p(l)=b(l)*sin(alm*u); end; f2=trapz(uu,p); 75 s1=f2-s; thn1=dx(n-1)+dxx; thn(n)=alm*alm-c2(n)*c2(n)/s1/s1; if(thn(n)< 0.0)thn(n)=thn1*thn1; end; thn(n)=sqrt(thn(n)); if(thn(n) >= alm)thn(n)=dx(n-1)+dxx; end; dx(n)=thn(n); dxy=dx(n)-dx(n-1); if(dxy < dxx)dx(n)=dx(n-1)+dxx; end; if(dxy < dxx)thn(n)=dx(n); end; end; dx=thn/2/pi 76 PROGRAM 2 This code plots the gain, beamwidth and sidelobe levels for concentric ring array %% Wideband dipole pattern clear ; f0=1e9; f1=1e9; f2=20e9; f3=5e9; c=3e8; fc=f0; lambdac=c/f3; lambda0=c/f3; dspac=lambdac/2; M=10; ldipole=142.65/(f3/1e6); a=[1 6 12 18 24 30 36 42 48 54]; for i = 1:M; %a(i)=1; du(i)= (i)*dspac; end; dnu=[0.5 1.0 1.5 2.0 2.5 3.0 3.68 4.44 5.26 6.11]*lambda0; N1 = 50; df=(f2-f1)/N1; for fn=1:N1; f=f1+(fn-1)*df; ff(fn)=f; 77 lambda=c/f; k=2*pi/lambda; N=361; dth=pi/(N-1); % Generation of two-dimensional electric field E(theta, phi) for i1=1:N; theta=(i1-1)*dth; theta1(i1)=theta; s=0.0; s1=0.0; s2=0.0; for m=1:M; s1=s1+ a(m)*besselj(0,k*du(m)*cos(theta)); s2=s2+ a(m)*besselj(0,k*dnu(m)*cos(theta)); end; eth1(i1)=s1*(cos(pi*ldipole*cos(theta)/lambda)-cos(pi*ldipole/lambda))/sin(theta); eth2(i1)=s2*(cos(pi*ldipole*cos(theta)/lambda)-cos(pi*ldipole/lambda))/sin(theta); end; [y,im1]=max(abs(eth1)); ethm1(fn)=y; [y,im2]=max(abs(eth2)); ethm2(fn)=y; bwx=abs(ethm1(fn))/sqrt(2.); for i=im1:N-1; if abs(eth1(i+1))< bwx & abs(eth1(i-1))>bwx k=i break end; end; bw1(fn)=(k-im1)*dth*180/pi; 78 bwx=abs(ethm2(fn))/sqrt(2.); for i=im2:N-1; if abs(eth2(i+1))< bwx & abs(eth2(i-1))>bwx k=i break; end; end; bw2(fn)=(k-im2)*dth*180/pi; % Peak Sidelobe level k1=0; for i=im1+1:N-1; if abs(eth1(i+1))< abs(eth1(i)) & abs(eth1(i-1))< abs(eth1(i)) k1=k1+1; s11(k1)=abs(eth1(i)); end; end; pssl1(fn)=max(s11); k1=0; for i=im2+1:N-1; if abs(eth2(i+1))< abs(eth2(i)) & abs(eth2(i-1))< abs(eth2(i)) k1=k1+1; s12(k1)=abs(eth2(i)); end; end; pssl2(fn)=max(s12); end; %ethm=max(ethm0,ethm1); %ethm=max(ethm,ethm2); subplot(3,1,1); plot(ff,ethm1,'x',ff,ethm2,'o'); subplot(3,1,2); plot(ff,bw1,'x',ff,bw2,'o'); subplot(3,1,3); plot(ff,pssl1,'x',ff,pssl2,'o'); delta1=max(ethm1)-min(ethm1) delta2=max(ethm2)-min(ethm2) delta3=max(bw1)-min(bw1) delta4=max(bw2)-min(bw2) delta5=max(pssl1)-min(pssl1) delta6=max(pssl2)-min(pssl2) 79 REFERENCES [1]. Kumar B.P. and G. R. Branner, ‘Design of unequally spaced arrays for performance improvement’, IEEE Transactions on Antennas and Propagation (Special Issue on Phased Arrays), Vol. 47, pp. 511-523, March 1999. [2]. Yu C., 'Sidelobe reduction of asymmetric linear array by spacing perturbation', Electronics Letters, Vol. 33 (9), pp. 730-732, April 1997. [3]. Kumar B.P. and Branner G.R., ‘Generalized Analytical Technique for the Synthesis of Unequally Spaced Arrays with Linear, Planar, Cylindrical or Spherical Geometry’, IEEE Transactions on Antennas and Propagation, Vol. 53, pp. 621-634, Feb. 2005. [4]. Prasannan Sreepriya,’synthesis of unequally spaced antenna arrays for wideband applications in radio astronomy’, Master of Science Project, Department of Electrical and Electronic Engineering, CSUS, December 2010. [5]. Ridwan, M., Abdo, M., Jorswieck, E., ‘Design of non-uniform antenna arrays using genetic algorithm’, Advanced Communication Technology (ICACT), 2011 13th International Conference, pp. 422 – 427, 13-16 Feb. 2011. [6]. Ming-Iu Lai, Chin-Feng Liu, Shyh-Kang Jeng., ‘Design of a multifunctional and cost-effective wideband planar antenna array system for multiple wireless applications’, Antennas and Propagation Society International Symposium 2006, IEEE, pp. 871 – 874, 9-14 July. 2006. [7]. lee, A., Chen, L, Song, A., Wei, J., Hwang, H.K.,’Simulation Study of Wideband Interference Rejection using Adaptive Array Antenna’, Aerospace Conference, 2005 IEEE, pp. 1-6, 5-12 March 2005 80 [8]. Yuan Shen, Win, M.Z., ‘Performance of Localization and Orientation Using Wideband Antenna Arrays’, ICUWB 2007. IEEE International Conference, pp. 288293, 24-26 Sept. 2007. [9]. Munawwar Mahmud Sohul., ‘Impact of Antenna array Geometry on the Capacity of MIMO Communication System’, ICECE ‘06 International Conference, pp. 80 – 83, 1921 Dec. 2006 [10]. Sijun Wu, Jingzhong Zhang.,’Research of array geometry for smart antenna Antennas, Propagation and EM Theory, 2003 6th International Symposium, pp. 294 – 298, 28 Oct.-1 Nov. 2003 [11]. “The Basics of Antenna Arrays”, retrieved from http://www.orbanmicrowave.com/The_Basics_of_Antenna_Arrays.pdf [12]. “Wideband corporation website”, retrieved from https://www.wband.com/. [13]. Peter Joseph Bevelacqua., ‘Antenna arrays: performance limits and geometry Optimization’ retrived from http://www.antenna-theory.com/Bevelacqua-Dissertation.pdf. [14] C.A. Balanis, ‘Antenna Theory: Analysis and Design’, John Wiley & Sons, New York, 1997.