IEEE Antennas and Propagation Society Newsletter, April 1988 Finite-Difference Time-Domain (FD-TD) Modeling of Electromagnetic Wave Scattering and Interaction Problems bY Korada R. Umashankar EEC4 Department University of Illinois at Chicago Chicago, IL 60680 Allen Taflove EECS Department Northwestern University Evanston, IL 60201 AbstractT h iasr t i c l e , based upon i n v i t epda p e r s X X I I U R S I General Assembly (Tel Aviv, August athe 1987) and t h e URSI National Radio Science Meeting (Boulder, January 19881, r e v i e w sr e c e nat p p l i c a t i o n s otfh ef i n i t e - d i f f e r e n c e time-domain (FD-TO) method numerical for modeling electromagnetic of wave s c a t t e r i n g and i n t e r a c t i o n problems. One ofthegoals of t h i s a r t i c l e i s t o demonstrate t h a t r e c e n t advances i n FD-TD modeling concepts and software implementat i o n , combined w i t h advances i n computertechnology, haveexpanded t h e scope,accuracy,andspeed o f FD-TD m o d e l i n gt ot h ep o i n t where it may be t h ep r e f e r r e d c h o i c ef o rs t r u c t u r e st h a tc a n n o t be e a s i l y t r e a t e d b y c o n v e n tiinotneaqglur aalt i o n and asymptotic approaches. As a class, such s t r u c t u r e sa r ee l e c t r i c a l l y l a r g e andhavecomplexshapes, m a t e r i a l compositions, apertures, and in t e r i o r c a v i t i e s Introducing Feature Article Author . 1. INTRODUCTION Allen Taflove Contemporary high-frequency electromagnetic engineering problems can i n v o l v e wave i n t e r a c t i o n s w i t h complex, e l e c t r i c a l l y - l a rtgher e e - d i m e n s i o n a l structures. These structures have can shapes, material compositions, apertures, or cavities which produce near f i e l dt sh ac ta n n o t be r e s o l v ei dn t o f i n i t e s e t s o f modes orrays.Propernumericalmodeli n go f such near f i e l d rse q u i r e s a m p l i n ag t subw a v e l e n g t hr e s o l u t i o nt oa v o i da l i a s i n go fm a g n i t u d e a n i phase i n f o r m a t i o n . The goal i s t o p r o v i d e a s e l f c o n s i s t e n t model tohnfeu t ucaol u p l itnohgfe e l e c t r i c a l l y smal 1 c e l l s corfipri s i n gt h es t r u c t u r e . A l l e nT a f l o v e was born i n Chicago, I L onJune 14, 1949. He r e c e i v etdh e B.S. ( w i thhi g h e sdti s t i n c t i o n ) , M.S., and Ph.D. degrees i n e l e c t r i c a l e n g i n e e r ing from Northwestern University, Evanston, IL, in 1971, 1972, and 1975, r e s p e c t i v e l y . From 1975 t o 1984, he was a s t a f f member a t 111 7esearch I n s t i t u t ei n C h i c a g oI,Lh, o l d i n gt h ep o s i tions of Associate Engineer, Research Engineer, anc Senior Engineer. There, i na d d i t i o nt or e s e a r c h ir 2lectromagnetic wave s c a t t e r i n g and p e n e t r a t i o n , hc x - o v i d e tde c h n i c al el a d e r s h i fpom r a j opr r o g r a m s ir j o i n tr i g h t - o f - w a yd e s i g nf o r 60-Hz t r a n s m i s s i o n l i n e s I n dp i p e l i n e so rr a i l r o a d s ; and e x t r a c t i o n o f o i l f r o n shale, t a r sand, and s l o w pl yr o d u c i nwge l ul ss i n s HE novel i ns i t ue l e c t r o m a g n e t i ch e a t i n gt e c h n o l o g y . i s one o ft h r e ep r i n c i p a lc o - i n v e n t o r so ft h el a t t e r , and hasbeen granted 10 U.S. p a t e n t s i n t h i s area. A candidatenumericalmodelingapproachforthis purpose i st h ef i n i t e - d i f f e r e n c e time-domain (FD-TD) s o l u t i o n o f Maxwell's curl equations. This approach i s analogous t oe x i s t i n gf i n i t e - d i f f e r e n c es o l u t i o n s o f l u i df l o w problems encountered i n computational aerodynamics, i tnh atth ne u m e r i c a l model i s based upon a d i r e cs to l u t i ootnhfgeo v e r n i npga r t i a l d i f f e r e n t i aelq u a t i o nP. u r s u i ntgh iasn a l o g y , FD-TD shares the computational requirements o tf h ef l u i d s codes (and o t h e rs i m i l a rl a r g e - s c a l ep a r t i a dl i f f e r e n t i a le q u a t i o ns o l v e r s )i nt e r m so f computer f l o a t i n g p o i nat r i t h m e t i cr a t ep, r i m a r y random access memory size, and data bandwidth to secondary memory. Yet, FD-TD i s a n o n - t r a d i t i o naapl p r o antcouhm e r i c a l electromagnetic modeling, where frequency-domain approacheshavedominated. I n 1984, Dr. T a f l o v er e t u r n e dt oN o r t h w e s t e r n a: an AssociateProfessor i nt h e EECS Department. Sincc then, he has developed several research programs ir a n a l y s i s andnumeri c a l methods f o re le c t r o m a g n e t i ( dave i n t e r a c t i o n sw i t hl a r g e , complexstructures. Hi2 r e l a t e di n t e r e s t si n c l u d ei n v e r s es c a t t e r i n g/ t a r g e l appl ic a t i ons orfe c e nvt e c t osr u p e r . synthesi s; computersandconcurrentprocessors i n computationa' electromagnetics; and t h e new o n - s u r f a crea d i a t i o r c o n d i t i o n (OSRC) t h e o r yf o rh i g h - f r e q u e n c ys c a t t e r i n g which he o r i g i n a t e da l o n gw i t h G. A. Kriegsmann an( K. R. Umashankar. One o f t h e g o a l s o f t h i s a r t i c l e i s t o d e m o n s t r a t e t h a tr e c e n t advances i n FD-TD modelingconcepts and software implementation, combined with advances in computertechnology,haveexpandedthe scope, accuracy andspeed o f FD-TD modeling t o t h e p o i n t where it may be t h ep r e f e r r e dc h o i c ef o rc e r t a i nt y p e so fs c a t t e r i n g and c o u p l i n pg r o b l e m sW . i t thh i s i n mind, t h i s i l s u c c i n c t l yr e v i e wt h ef o l l o w i n gr e c e n t article w FD-TD m o d e l i nvga l i d a t i o nasnrde s e a r cfhr o n t i e r s : Continued on poge 6 D r . T a f l o v e i s a member o f Tau Beta P i , E t a Kapp; Nu, and Sigma X . i He i s a Senior Member o f IEEE anc a member o f U R S I Commission B. 5 IEEE Antennas and Propagation Society Newsletter, Aprll 1988 F e a t w e Article-Continued I n v es rcsaet t errei ncgo n s t r u cot ifo n oned i m e n s i o n as p l , a t i a cl loy i n c i d epnrto f i l oe fs e l e c t r i c a l p e r m i t t i v i t y and c o n d u c t i v i t y ; 10. I n v esrcsaet t e r iencgo n s t r u c t i o n twoof dimensionalconducti ng, homogeneous, and inhomogeneous d i e l e c t a r ircgferm tosm inimal TM s c a t t e r e df i e l dp u l s er e s p o n s ed a t a ; and from page 5 9. 1. S c a t t e r i n gm o d e l sf otrh r e e - d i m e n s i o n arle e n t r a n t structures spanning up t o 9 wavelengths; 2. Conformalmodels 3. S c a t t e r i n gm o d e l sf otrw o - d i m e n s i o n aal n i s o t r o p i c structures; 4. P e n e t r a t i om n o d e lf sonra r r oswl o t s j o i n t s i n t h i c k screens; 5. Coupling models for wires and wire bundles f r e e space and i n a r b i t r a r y m e t a l c a v i t i e s ; 6. P e n e t r a t i o nm o d e l sf o trh ee l e c t r o m a g n e t i cf i e l d s w i t h i nd e t a i l e d , inhomogeneous ti ssueapproximat itcohoonefm s plete human body ( a t UHF frequencies 1 ; 7. M i c r o s t r i p andmicrowave 8. Scattering m o d e l fsorre l a t i v i s t i c a l l vy i b r a t i n g mirrors; ofcurvedsurfaces; 11. Large-scalecomputersoftware. and lapped in 2. GENERAL CHARACTERISTICS OF FD-TD As s t a t e d , FD-TD i s a d i r e c t s o l u t i o n o f M a x w e l l ’ s It employs no time-dependent ecquur al t i o n s . it applies simple, second-order p o t e n t i a l sI.n s t e a d , a c c u r a t ec e n t r a l - d i f f e r e n c ea p p r o x i m a t i o n s El] f o r t h e space and t i mdee r i v a t i v etohsef el e c t r i c and magnetic f i e l d sd i r e c t l yt ot h er e s p e c t i v ed i f f e r e n t i a lo p e r a t o r so ft h ec d r le q u a t i o n s .T h i sa c h i e v e s a s a m p l e d - d art ea d u c t i o tohcnfeo n t i n u o uesl e c t r o magnetic f i e l d i n a volume o f space, over a p e r i o d o f time. Space and t i m ed i s c r e t i z a t i o n sa r es e l e c t e dt o bound e r r o r si nt h e sampling process, and t oi n s u r e n u m e r i c aslt a b i l i toyt fh ae l g o r i t h m [2]. Electric and magnetic f i e l d components a r e i n t e r l e a v e d i n space t op e r m i t a n a t u r a sl a t i s f a c t i o no ft a n g e n t i a fl i e l d c o n t i n u i t cy o n d i t i o n as t media interfaces. Overall, FD-TD . i s a marching-in-timeprocedurewhichsimulates t h ec o n t i n u o u sa c t u a l waves bysampled-datanumerical analogs propagating i n a data space s t o r eidn a computer. A t each timestep,thesystemofequations t o u p d a t et h ef i e l d components i s f u l l y e x p l i c i t , so t h a tt h e r ei s no need t os e t up o sr o l v e a s e to f l i n e aer q u a t i o n s , and the required computer storage and r u n n i n tgi m ieps r o p o r t i o n at ltoh e l e c t r i c a l s i z e o f t h e volumemodeled. c i r c u i t models; Introducing Feature Article Author LotticeTruncotionPlone (InvisiblbTo All W a v e s ) Korada R. Umashankar / Korada R. Umashankar r e c e i v e dt h e B.E. degreefrom 1962; t h e M.E. degree Mysore U n i v e r s i t yI ,n d i ai ,n f r otm hI ned i aI nns t i t uSot ecf i e n cBe a, n g a l o r e , I n d i ian, 1964; and t h e Ph.D. degree from the U n i v e r s i t y o f M i s s i s s i p p iU, n i v e r s i t y , MS, i n 1974; a l li ne l e c t r i c a le n g i n e e r i n g . From 1964 t o 1969, he was A s s i s t a n tP r o f e s s o r and Head ot hf e Department oEfl e c t r i c aEln g i n e e r i n g , College of Engineering, Karnatak University, Hubli, I n d i aD. u r i n g 1974 and 1975, he was a P o s t d o c t o r a l ResearchAssociate, and from 1975 t o 1977, A s s i s t a n t P r o f e s s o ro fE l e c t r i c a lE n g i n e e r i n ga tt h eU n i v e r s i t y M o fi s s i s s i p p i . From 1977 t o 1979, he was t h e N a t i o n a lR e s e a r c hC o u n c i lV i s i t i n gF e l l o wa tt h e U. S. Air Force Weapons L a b o r a t o rKyi ,r t l a n d AFB, NM. D u r i n g 1979 t o 1984, he was Senior Engineer at I I T Research I n s t i t u t e , Chicago,IL. x = 1/28 Figure 1. Time-Domain Wave-Tracking Concept of the FD-TD Method C u r r e n t l y , Dr. Umashankar i s Associate Professor o fE l e c t r i c a lE n g i n e e r i n g andComputer Science a t t h e U n i v e r s Iiolt lfyi n oai ts Chicago. primary His research i s i tnh e development oafn a l y t i c a l and numerical techniques i n electromagnetic theory, EMP/EMC i n t e r a c t i o n s , and EM s i m u l a t i os nt u d i e s . R e s e a r c ht o p i c si n c l u d et h es t u d yo sf c a t t e r i n gf r o m bodies comprised coated of, or with, anisotrGpic media; e x t e n st hiooef n method o f momenti t o e l e c t r i c a l lvye rl ya r gtea r g e t s ; and t h e new ons u r f a c er a d i a t i o nc o n d i t i o n (OSRC) t h e o r fyohr i g h f r e q u e n c ys c a t t e r i n g . F i g . 1 i l l u s t r a t e st h e time-domain wave t r a c k i n g c o n c e p to ft h e FD-TD method. A r e g i o n o f space w i t h i n t h e dashed l i n e si ss e l e c t e df o rf i e l d sampling i n spaceandtime. A t t i m e = 0 , it i s assumed t h a t a l l f i e lw d si t ht nh i nue m e r i csaalm p l i rnegg i ao rne i d e n t i c a l l y zero. An i n c i d e npt l a n e wave i s assumed t oe n t e rt h es a m p l i n gr e g i o n a t t h i sp o i n t . Propagationoftheincident wave i s modeled by t h e commencement o ft i m es t e p p i n g ,w h i c h i s simplytheimplementat i ootnhf fei n i t e - d i f f e r e n caen a l ootghf ceu r l equations. Time stepping continues as the numerical analogoftheincident wave s t r i k e s t h e modeled t a r g e t embedded w i t h ti nhsea m p l i nr ge g i o n . A ll outgoing D r . Umashankar i s a member o E f ta Kappa Nu and Sigma X . i He i s a Senior Member o f IEEE and a member o f U R S I Commission B. Continued on page 7 5 IEEE Antennas and Propagation Society Newsletter, April 1988 Feature Article-Continued from page 6 s c a t t e r e d wave a n a l o g si d e a l l yp r o p a g a t et h r o u g ht h e 1a t t i c e t r u n c a t i o n p l anes w i t h n e g l ig i bel r e f 1e c t i on teoxtiht e sampling region. Phenomena such as inductionofsurfacecurrents,scattering and m u l t i p l e s c a t t e r i n g ,p e n e t r a t i o nt h r o u g ha p e r t u r e s , and c a v i t y e x c i t a t i o na r e modeledtime-stepbytime-step by t h e a c t i o no ft h ec u r le q u a t i o n sa n a l o g .S e l f - c o n s i s t e n c y otfh e s e modeled phenomena i sg e n e r a l l y assured i f t h es ipra t i a l and temporal variations are well r e s o l v e d by t h e spaceand timesamplingprocess. Time s t e p p i n g i s c o n t i n u e d u n t i l t h e d e s i r e d l a t e time pulse response steady-state or behavior is achieved. An i m p o r t a n t example o ft h el a t t e ri st h e s i n u s o i d a ls t e a d ys t a t e ,w h e r e i nt h ei n c i d e n t wave i s assumed t o have a s i n u s o i d a l dependence, and t i m e stepping i s c o n t i n u e d u n t i l a l l f i e l d s i n t h e s a m p l i n g r e g i oe nx h i bs i tn u s o i draelp e t i t i oTnh.i iss a consequence o ft h el i m i t i n ga m p l i t u d ep r i n c i p l e C31. Extensive numerical experimentation with FD-TD has shown t h at ht e number o f c o m p l e tcey c l eot shf e i n c i d e n t wave r e q u i r e dt o be time-stepped t oa c h i e v e t h es i n u s o i d a ls t e a d ys t a t e i s approximatelyequalto t h e Q f a c t oortfh es t r u c t u r eo r phenomenon being model ed. EV FD - - TD - UNIT CELL Y Figure 3. Arbitrary Three-Dimensional ScattererEmbeddedina FD-TD Lattice r e s u l t si n a stepped-edge, or staircase, approximat i oocnfu r v esdu r f a c e sC. o n t i n u i totyaf n g e n t i a l f i e l d s i s assured a t t h e i n t e r f a c e o f d i s s i m i l a r media w i tthh ipsr o c e d u r eT. h e ries no need f osrp e c i a l fielm d atchina gt media i n t e r f a c pe o i n t s . Steppededge approximationofcurvedsurfaces has been found t o beadequate i n t h e FD-TD modelingproblemsstudied i n t h e 1970's and e a r l y 1980's, i n c l u d i n g wave i n t e r a c t i o n sw i t hb i o l o g i c a lt i s s u e s C41, p e n e t r a t i o ni n t o pulse (EMPI c a v i t i e s [ S I , [SI, and electromagnetic interactiow n si t h complex structures [ 7 ] - C91. However, r e c e n t i n t e r e s t i n widedynamicrangemodels os fc a t t e r i n g by c u r v et ad r g e t s has prompted the development surface-conforming of FD-TD approaches w h i c he l i m i n a t es t a i r c a s i n g . These w i l besummarized later in this article. 1 1 Reqion I : Toial Fields 'Y X Region 2 : Scattered Fields Figure 2. Positions of the Field Components about a Unit Cell of the YEE Lattice 111 F i g . 2 i l l u s t r a t e st h ep o s i t i o n so ft h ee l e c t r i c and m a g n e t i c f i e l d componentsabout a u n i t c e l l o f t h e FD-TD l a t t i c ei nC a r t e s i a nc o o r d i n a t e s C11. Note t h a t eachmagnetic f i e l d v e c t o r component i s surroundedby four circulating electric field vector components,and vice versa. This arrangement permits not only a c e n t e r e d - d i f f e r e n c ea n a l o gt ot h e space d e r i v a t i v e s o f t h ec u rel q u a t i o n s b, u at l s o a n a t u r agl e o m e t r yf o r implementingtheintegralformofFaraday's Law and Ampere's Law atth es p a c e - c e llle v e lT. h i si n t e g r a l interpretation permits a simplebuteffectivemodeling otfh ep h y s i c s of smoothly curved target surfaces, p e n e t r a t i o nt h r o u g hn a r r o ws l o t sh a v i n gs u b - c e l l gaps, and c o u p l i n g t o t h i nw i r e sh a v i n gs u b - c e l ld i a m e t e r s , as w l i beseen l a t e r . Source (a Region I : FTi eo ltdasi 1 - - - - "x j o +... Region 2 : Scottered Flelds Fig. 3 i l l u s t r a t e s how an a r b i t r at hr yr e e d i m e n s i o n asl c a t t e r e r i s embedded i n an FD-TD space l a t t i c e comprised ot hf uen ci te l loFsfi g . 2. S i m p l y ,d e s i r e dv a l u e so fe l e c t r i c a lp e r m i t t i v i t y and c o n d u c t i v i at yraes s i g n ee to da cehl e c t rfi ice l d component ot hf lea t t i c eC. o r r e s p o n d i n g l yd,e s i r e d values of magnetic perineabi 1it y c neaq u i v a l e n t c o n d u c t i v iat yraes s i g n eet oda cmha g n e tfiice l d component o tf h el a t t i c e . The media parameters are i n t e r p r e t e d by t h e FD-TD program as l o c a l c o e f f i c i e n t s f tohtriem e - s t e p p i nagl g o r i t h m S .p e c i f i c a t i oonf m e d i a p r o p e r t i e s i n t h i s component-by-componentmanner Lattice Truncation E .. ~ ~ . . . t . . , ~ . . . t . . . ~ ..,,. . . t ,.._._ .,.~ -HY e & - :H iI (b) Figure 4. Division of FD-TD Lattice into Total-Field and ScatteredField Regions. (a) Lattice division; (b) Field component geometry at connecting plane y = joS [lo], 1111 F i g . 4 i l l u s t r a t etshdei v i s i oont fh e FD-TD l a t t i c ei n t ot o t a l - f i e l d and s c a t t e r e d - f i e l dr e g i o n s . T h i sd i v i s i o n hasbeenfound t o beveryusefulsince it p e r m i t st h ee f f i c i e n st i m u l a t i o no f an i n c i d e n t p l a n e wave i nt h et o t a l - f i e l dr e g i o nw i t ha r b i t r a r y Continued on poge 8 7 - - IEEE Antennas and Propagation Society Newsletter. April 1988 Feature Article-Continued from page 7 incidence, angle of polarization, time-domain waveform, and d u r a t i o n [lo], C111. T h r eaed d i t i o n a l i m p o r t a n tb e n e f i t sa r i s ef r o mt h i sl a t t i c ed i v i s i o n . a. b. C. 1 I -" ( A l a r g en e a r - f i e l dc o m p u t a t i o n a l dynamicrange i s a c h i e v e d s, i n c et h es c a t t e r e ro if n t e r e s t i s embedded i nt h et o t a l - f i e l dr e g i o n . Thus, l o wf i e l dl e v e l si n shadow r e g i o n so rw i t h i n s h i e l d i negn c l o s u r easr e computed d i r e c t l y w i t h o u ts u f f e r i n gs u b t r a c t i o nn o i s e( a sw o u l d the be case i f s c a t t e r ef di e l di ns such r e g i o n s weretime-steppedvia FD-TD, and then added t o a c a n c e l l i n g i n c i d e n t f i e l d t o o b t a i l , thelowtotal-fieldlevels). Embedding t h es c a t t e r e ir nt h et o t a -l f i e l d r e g ipoenr m i t s a n a t u rsaal t i s f a c t i o fn t a n g e n tf i ace lodn t i n uai ct yr o s s media i n t e r f a c e s , dai s c u s seeadr l i w e ri t, h o u t h a v i nt og compute t hi ne c i d e fni te al dt p o s s i b l y numerous p o i n t s a l o n g a complex l o c u s t h a t i s u n i q u et o each s c a t t e r e r . The zoning arrangement o fF i g . 4 r e q u i r e sc o m p u t a t j o no f t h ei n c i d e n tf i e l do n l ya l o n gt h er e c t a n g b l a r connectingsurface between t h e t o t a l - f i e l d and s c a t t e r e d - f i reel dg i o T n sh u .i sr f ai sc e .fixed, i.e., independent the of shape or c o m p o s i t i o ont fh e n c l o s e sdc a t t e r ebr e i n g modeled. The p r o v i s i oonf a w e l l - d e f i n esdc a t t e r e d f i e l dr e g i o ni nt h e FD-TD l a t t i c ep e r m i t st h e n e a r - t o - f afri e l tdr a n s f o r m a t i o inl l u s t r a t e d i nF i g . 5. The dashed v i r t u asl u r f a c e shown i nF i g . 5 can be located along convenient l a t t i c ep l a n e si nt h es c a t t e r e d - f i e l dr e g i o n o f F i g . 4. T a n g e n t isacla t t e r e d E and H f i e l d s computed v i a FD-TD at th i vs i r t u a l surfacecanthenbeweightedbythefree-space G r e e n ' sf u n c t i o n and t h e ni n t e g r a t e d (summed) t op r o v i d et h ef a r - f i e l dr e s p o n s e and r a d a r c r o s ss e c t i o n( f u l lb i s t a t i cr e s p o n s ef o rt h e assumed i l l u m i n a t i o na n g l e ) [lll - C131. The n e a r - f i e lidn t e g r a t i osnu r f a c e has a f i x e d r e c t a n g u l a r shape,and thus i s independent o f t h e shape comDosition or the of enclosed s c a t t e r e d b e i n g modeled. I I I I NO SOURCES 8 ZERO FIELDS ! If ky HX Corner Reflector Looks 1800 / go'< 0 ' . I I I I I L - r__-________________' 0' = 90' / I I I I I I (a) Fin I I ! A n a l y t i c a l and experimental Val id a t i onshavebeen o b t a i ne6 r e l a t i v et o FD-TD modeling ocfa n o n i c a l three-dimensionalconductingtargetsspanning 1/3 t o 9 wavelengths C121, C131, C191, C201. F o rb r e v i t y ,o n l y one suchvalidationwi1,lbereviewedhere. I I I d 3. THREE-DIMENSIONAL FD-TD SCATERINC MODELS Fin Center I I I - 0.37cm --I I - E2 P,?is) I going scattered-wave numerical analog striking the l a t t i cter u n c a t i o n must e x ti ht l ea t t i cwe i t h o u t appreciable n o n - p h y s i c arle f l e c t i o nj ,u s t as i f t h e It has been shown l a t t i c et r u n c a t i o n was i n v i s i b l e . t h at three q u i r elda t t i cter u n c a t i ocno n d i t i oins r e a l l y a r a d i a t i o nc o n d i t i o ni nt h en e a rf i e l d [lo], C141 C171. Further, it been has shown t h a t convenientlocalapproximationsoftheexactradiation condition can be generated and a p p l i ewd i t h good r e s u l t s [IO] [171. Based upon t h i rse s e a r c ht,h e p r o c e d u r ef o rc o n s t r u c t i n g more p r e c i s e l o c a l a p p r o x i mationsoftheexactradiationcondition i s reasonably well understood. These approximations are currently understudy fornumericalimplementation i n t h e FD-TD computerprograms C181. (bJ Figure 5 . Near-to-Far Field Transformation Geometry (a) Original problem; (b) Equivalent problem external to the virtual surface, Sa [ll] F i g . 4 uses t htee r "ml a t t i cter u n c a t i o nt o" designatetheoutermost 1a t t i c ep l a n e si nt h es c a t t e r e d - f i e l dr e g i o n . The f i e l d sa tt h e s ep l a n e sc a n n o t becomputedusingthecentered-differencingapproach d i s c u s s e de a r l i e br e c a u s eo tf h e assumed absence o f known f i e l d a t a pt o i n t so u t s i d eotfh el a t t i c e t r u n c a t i o n . These d a t aa r e needed t of o r mt h ec e n t r a l d i f f e r e n c e sT. h e r e f o r ea, na u x i l i a r yl a t t i c et r u n c a t i o nc o n d i t i o ni s necessary. This condition must be c o n s i s t e nw t i t hM a x w e l l ' se a u a t i o n si nt h a at no u t - LATTICE EDGE 9'. 00 Fig. 6 . Geometry of Crossed-Plate Scatterer and Illumination [13], 1191, 1201 F i g . 6 d e p i c t tsh e geometry o f a crossed-plate scatterercomprisedoftwo f l a t plate:, Z l e c t r i c a l l y bonded t o g e t h e rt of o r mt h e shape o f a T The main p l a t e has thedimensions 30 cm x 10 cm x 0.33 cm, and 10 cm x 10 cm x t h eb i s e c t i n gf i n has thedimensions 0.33 cm. The i l l u m i n a t i o ins a plane wave a t 0" e l e v a t i o na n g l e and TE p o l a r i z a t i o nr e l a t i v et ot h e m a i np l a t e , and a t h ef r e q u e n c y 9.0 GHz. Thus, t h e Note t h al ot o k main p l a t e spans 9.0 wavoelengths. angle azimuths between 90 and 180" providesubstant i a l cornerreflectorphysics,inadditiontothe edge d i f f r a c t i o nc ,o r n edri f f r a c t i o n , and o t h eerf f e c t s f o u n d f o r an i s o l a t e d f l a t p l a t e . . F o rt h e 9-GHz FD-TD model, t h el a t t i c ec e l ls i z e i s 0.3125 cm, approximately 1/11 wavelength. The main 32 x 96 x 1 c e l l s ;t h eb i s e c t i n g p l a t e i s formedby f i n i s formed by 32 x 32 x 1 c e l l s ; and t h eo v e r a l l l a t t i c e i s comprised o f 48 x 112 x 48 c e l l s ( 1 , 5 4 8 , 2 8 8 unknown f i e l d components) containing 212.6 cubic Continued on page 9 IEEE Antennas and Propagation Society Newsletter, April 1988 12 e 1 5 -n m C .o c 4 o -4 U W * -e v) v) 0 5 -I 2 L 40 -16 CK I' 0 -20 .-c 0 c 0 C -24 @ FD-TO I 0 r -28 Modeling Results ( 3 min single-processor Cray-2 time/ point) S R I Meosurements(Range of doto ot eoch look ongle) -32 - 36 r 0" I 20" I 4Oo 1 I 1 I I 80" loo" 1204 #J' ( Look Angle , Degrees From Broadside 1 60" 140" I 160" 1 180" Fig. 7. Comparison of FD-TD Modeling with SRI Measurementsof Monostatic Radar Cross Section for the Crossed-Plate Scattererat 9 GHZ (maximum scatterer size = 9 wavelengths) [13], [19],[20] w a v e l e n g t h sN. o tteh at ht lea t t i cter u n c a t i o nasr e o n l y 8 c e l l s (0.75 wavelength)fromthetarget'smain p l a t e and f i n edges. The s l i g h t l ye c c e n t r i cp o s i t i o n ing of the bisecting fin is accountedfor i n t h e FD-TD model S t a r t i n gw i t hz e r o - f ie l d i n i t i a lc o n d i t i o n s , 661 t i m es t e p sa r e used, e q u i v a l e n t o3 1c y c l e so f t h e i n c i d e n t wave a t 9 GHz. resonantresponses by 1%t o 2% f o r Q f a c t o r so f 30 t o 80, and c a np o s s i b l yi n t r o d u c es p u r i o u sn u l l s .I nt h e a r esoacf a t t e r i n g and RCS, the use stepped of surfaces has p r e v e n t e d a p p l i c a t i o n o f FD-TD f o r modeli ntghi em p o r t a nc tl a sotsaf r g e t s where s u r f a c e roughness, exact curvature, and dieleco t rri c RCS. permeableloading i s c r u c i a l i n d e t e r m i n i n g Measurements o f t h e m o n o s t a t i c r a d a r c r o s s s e c t i o n (RCS) v s . look angle azimuth were performed i nt h e anechoic chamber f a c i l i t y o p e r a t e d by S R I I n t e r n a t i o n a l , MenloPark, CA. F i g . 7 compares t h e FD,-TD p r e d i c t i o n sw i t ht h e S R I measurements a t 32 key lookangles RCS response. w h i c hd e f i n et h em a j o rf e a t u r e so ft h e It i s seen t h a t h e agreement i sw i t h i na b o u t 1 dB over a t o t a l RCS-pattern dynamic range o f 40 dB. L o c a t i o n s o f peaks and n u l lotshf pea t t e ranr e a c c u r a t e l py r e d i c t e d to within 1" o f azimuth. Note e s p e c i a l ltyheex c e l l e n t agreement f ol or oakn g l e azimuthsgreaterthan 90",where t h e r e i s a pronounced corner-reflece t of fr e c t . As s t a t iend [13], it appears t h a t t h i s case(andsimilarthree-dimensional 9-wavelengthtargetsstudied i n [ 2 0 ] r) e p r e s e n t st h e l a r g e s dt e t a i l e dt h r e e - d i m e n s i o n anl u m e r i c asl c a t t e r i n g model s o f any t y peev evre r i f i ewd h e r e i n a u n i f o r m l yf i n es p a t i a lr e s o l u t i o n and t h ea b i l i t yt o t r e a tn o n m e t a l l i cc o m p o s i t i o ni si n c o r p o r a t e di nt h e model. R e c e n t l yt,w od i f f e r e nt y p e s o f FD-TD conformal surface models have been proposed and examined for two-dimensionalproblems: . 4. a. Faraday's Law contour path models c211. These p r e s e rtbvhaeeC s iac r t e s igarni d arrangement o ff i e l d components a t a l l space c e l lesx c e pt ht o saed j a c e nttothtea r g e t surface. Space c e l l sa d j a c e n t ot h es u r f a c e are deformed ct oo n f o rwmit hseu r f a c e S l i g hm t l yo d i f itei m d e-stepping 1ocus e x p r e s s i o n sf o rt h em a g n e t i cf i e l d components a d j a c e n t ot h es u r f a c ea r ed e r i v e df r o mt h e i n t e g r a l f o r m oFfa r a d a y ' s Law implemented aroundtheperimetersofthedeformedcells. . b. TWO-DIMENSIONAL CONFORMAL MODELS OF CURVED SURFACES Stretched, conforminq mesh models [221,[231. These emDlov a v a i l a b l en u m e r i c a l mesh senerat i o n schemes t oc o n s t r u c tn o n - C a r t e s i a ng r i d s w h i cahrceo n t i n u o u s lsyt r e t c h etdcoo n f o r m with smoothly shaped targets. Time-stepping e x p r e s s i oaenriset haedra p tf er todhme C a r t e s i a n FD-TD c a s[ e2 2o1rb t a i n evdi a a n a l o gtytohceo m p u t a t i o n af l u id y n a m i c s (CFD) case C231. Research i s ongoing for each these of types of conformal surface models. Key q u e s t i oin sc l u d e : ease o f mesh generation; suppression on fu m e r i c a l a r t i f a c t s such as i n s t a b i l i t yd, i s p e r s i o n , and nonp h y s i c a l wave r e f l e c t i o ncso; d i nc og m p l e x i t y ; and modeling execution time. A key f l a w i n p r e v i o u s FD-TD models o fc o n d u c t i n g s t r u c t u r e sw i t h smooth curved surfaces has been the need t o use stepped-edge(staircase)approximations of t h ea c t u a sl t r u c t u r es u r f a c e A . l t h o u g hn o t a serious problemforcomputing wave p e n e t r a t i o n and c o u p l i n g i n t o l o w - Qm e t acl a v i t i e s r, e c e n t FD-TD studieshave shown t h a ts t e p p e da p p r o x i m a t i o n so fc u r v e dw a l l sa n d a p e r t u rseu r f a c ecsasnh icf te n t ef rre q u e n c i eosf Continued on page 10 9 lEEE Antennas and Propagation Society Newrletier, April 1988 using FD-TD t o model materialtargets having diagonalt e n s o er l e c t r i c and magnetic properties. No a l t e r a FD-TD algorithm i s required. The tion of thebasic more complicated behavior associated with offdiagonal tensor components can also be modeled, in principal, with some algorithm complications [ZO]. from page 9 Feature Article-Continued E,, =2 koS=S "." hw = 4 ___ CFIE solutlon o o +i=900 0 FD-TD (12cycles) (Frequency = 150 MHz) -.,-I--_L-.-L 0' pxx= 2 30- 60' 90' 120' 150' 180' R Fig. 8. Comparison of FD-TD and Exact Solution for Azimuthal Surface Electric Current on a ka = 5 Circular Conducting Cylinder, TM Case (0.05 wavelength grid cell size) [21] S ID >- DI.20 0'.40 0'.60 D'.BO NORMALIZED CONTOUR LENGTH ll.00 .'=B 0.0 /--.L--L-L~l-L 0' 1-- 30- A_._ bo' L I...._ I - 90' 120' 150- 180' Fig. 10.Comparison of FD-TD and CFIE Solutions for Longitudinal Surface Electric Current on A Kos = 5 Square Anisotropic Cylinder, TM Case [24] B Fig. 9. Comparison of FD-TD.and Exact Solution for Longitudinal Surface Electric Current on a Ka = 5 Circular Conducting Cylinder, TM Case (0.05 wavelength grid cell size) [21] Recent development of combined-field, coupled surfaceintegralequationsfor modeling scattering by a r b i t r a r y shaped two-dimensional anisotropic targets [24] has permitteddetailedtests of theaccuracy of FD-TD anisotropic models. Fig. 10 i l l u s t r a t e s one equivalent such t e s t . Here, the magnitude of the s u r f a c e e l e c t r i c c u r r e n t induced by TM illumination o f a squareanisotropiccylinder i s graphed as a function of positionalongthecylindersurfacefor b o t h the FD-TD and combined-field integral equation (CFIE) models. The incident wave propagates i n the +y direction and has a + z - d i r e c t e de l e c t r i cf i e l d . The cylinder has an e l e c t r i c a l s i z e k s = 5 , permittivity E = 2 , and diagonal permeabilqty tensor !-I = 2 a66 uyy = 4 . From F i g . 10, we seethatthe FD-% and The accuracy of the Faraday's Law contour p a t h models f o r smoothly curved targetssubjected t o TE ar;d TM illumination iisl l u s t r a t e d i n Figs. 8 and 9 , respectively. Here, a moderate-resolution Cartesian FD-TD grid(having 1/20 wavelength c e l ls i z e ]i s used t o compute the azimuthal longitudinal or current distribution on the surface of a ka = 5 c i r c u l a r metal cylinder. For b o t h polarizations, the contour path FD-TD model achieves an accuracy o f 1.5% or b e t t e ra t most surfacepointsrelative t o theexact o n l y 3.5%, s e r i esso l u t i o n . The worst-case error, occursforthe TE case a t a point i n t h ec e n t e r - l i t region where contourdeformation i s maximum. Running timeforthe conformal FD-TD model i s essentiallythe same asfortheoldstaircase FD-TD model, since o n l y a few H components immediately adjacenttothetarget surface require a s l i g h t l y modified time-stepping re1 ation. 5. CFIE results agree very well overalmost everywhere on the cylinder surface. Disagreement i s noted a t h e cylindercorners where CFIE predictssharplocal peaks local nul 1 s. Studies are whereas FD-TD predicts continuingtoresolvethecornerphysicsissue. SCATTERING MODELS FOR TWO-DIMENSIONAL ANISOTROPIC STRUCTURES 6. The a b i l i t yt o independently specify electrical permittivity and conductivity for each E vector FD-TD l a t t i c e , and magnetic permeacomponent inthe b i l i t y and equivalentconductivityfor each H vector of component, leads immediately t o t hpeo s s i b i l i t y PENETRATION MODELS FOR NARROW SLOTS AND LAPPED JOINTSI N MICK SCREENS The physics of electromagnetic wave transmission t h r o u g h narrow s l o t s and lapped joints in shielded understood to permit enclosures must be accurately Continued on page I I 10 IEEE Antennas and Propagation Society Feature Article-Continued c. from page 10 good engineeringdesignofequipmenttomeetspecifications for performance concerning electromagnetic p u l s e (EMP), l i g h t n i n g , high-power microwaves (HPM), e l e c t r o m a g n e t i nc t e r f e r e n c e and c o m p a t i b i l i t y (EM1 In and EMC), u n d e s i r erda d i a t esdi g n a l s , and RCS. many cases, s l o t s and j o i n t s may haveverynarrowgaps f i l l e d by a i r ,o x i d a t i o nf i l m s ,o rl a y e r so fa n o d i z a t i o no rp a i n t .J o i n t s canbesimple(say,twometal s h e e tbsu t t etdo g e t h e r ) ; more complex (laa p p eodr " f u r n i t u r e "j o i n t ) ;o r even more complex (athreaded screw-typeconnectionwith random p o i n t so fm e t a l - t o metal contact, depending upon t h et i g h t e n i n g ) E . xtra c o m p l i c a t i o n sa r i s ef r o mt h ep o s s i b i l i t y o f electrom a g n e t i cr e s o n a n c e sw i t h i nt h ej o i n te, i t h e irnt h e t r a n s v e r s eo rl o n g i t u d i n a l( d e p t h )d i r e c t i o n . i c : D E a u i v a l esnlltoota d i n q C251. Here, r u l e s a r es e t od e f i n e an e q u i v a l e n tp e r m i t t i v i t y and p e r m e a b i l i t y i n a s l o t formedby a s i n g l e c e l l gap t o e f f e c t i v e l y narrowthe gap t ot h e desi red degree. b. Subqridding C261. Here, t h er e g i o nw i t h i nt h e s l o to rj o i n ti sp r o v i d e dw i t h a sufficiently f i n eg r i d .T h i sg r i di sp r o p e r l y connected t o thecoarsergridoutsideoftheslot. A Observation locus A ( 0 ) 50. 0' -100' 0 FD-TD(XJ40 3A B Continued on page 12 100' - I The accuracy of the Faraday's Law contour path model f o rn a r r o ws l o t sa n dj o i n t si si l l u s t r a t e di n F i g s . 11 and12by d i r e c t comparison o ft h e computed gape1 e c t r i c f i e l d a g a i n s t h i g h - r e s o l u t i o n n u m e r i c a l thick benchmarks. F i g . 11 models a 0.1 wavelength conductingscreenwhichextends 0.5 w a v e l e n g t ht o each s i d e o f a s t r a i g h t s l o t which has a gap o f 0.025 wavelength. Broadside TE i l l u m i n a t i o ni s assumed. Three t y p e sopf r e d i c t i v ed a t aa r e compared: ( 1 ) The lowhe r e s o l u t i o n ( 0 . 1 wavelength) FD-TD model u s i nt g contourpathapproach t o treattheslot as a 1 / 4 - c e l l gap; ( 2 1 A high-resolution (0.025 wavelength) FD-TD model t ot r e a t h es l o t as a 1 - c e l l gap; and (3) A h i g h - r e s o l u t i o n method o f moments (MOM) model ( h a v i n g 0.0025 wavelengthsampling i nt h es l o t )w h i c ht r e a t s t hsel o t t esdc r e e n as a p u rsec a t t e r i ngge o m e t r y . From F i g . 11, we see t h a t t h e r e i s e x c e l l e n t agreement between a lt lh r e se e t ospf r e d i c t i v d e a t iab noth magnitude and phase. O f p a r t i c u l a irn t e r e s itst h e FD-TD model, u s i n g t h e a b i 1it y o f t h e l o w - r e s o l u t i o n c o n t o u rp a t ha p p r o a c h ,t oa c c u r a t e l y compute t h e peak e l e c t r i c f i e l d i n t h es l o t . FRONT OF SCREEN k S L O T d B BACK OF SCREEN - 50. A' E Fig. 12a. Geometry of U-Shaped Lapped JointFor TE Illumination, Shown to Scale [27] 1 4, C' .025A Fig. 12(a) Three d i f f e r e ntty p e os f FD-TD sub-cell models have been proposed and examined formodelingnarrow s l o t s and j o i n t s : a. Faraday's Law contour path model C271. Here, space c e l l s a d j a c e n t t o and w i t h i n t h e s l o t o r j o i n t a r e deformed t o c o n f o r m w i t h t h e s u r f a c e l o c u s( i n a manner s i m i l a trot h ec o n f o r m a l curved surface model 1. S l i g h tml yo d i f i e d time-stepping expressions for the magnetic f i e l d components i n t h e s ec e l l sa r ed e r i v e d f r o mt h ei n t e g r a lf o r mo fF a r a d a y ' s Law implemented around t h ep e r i m e t e r so tf h ed e f o r m e d cells. *I-- C l e a r l y , t o make any headway w i t h t h i s c o m p l i c a t e d group o f problems using the FD-TD approach, it i s necessary t od e v e l o p andVal i d a t e FD-TD modelswhich c a ns i m u l a t et h eg e o m e t r i cf e a t u r e so fg e n e r i cs l o t s and j o i n t s S . ince a keygeometricfeature i sl i k e l y t o be thenarrow gap o f t h e s l o t o r j o i n t r e l a t i v e t o one FD-TD space c e l l , it i s i m p o r t a nttou n d e r s t a n d how s u b - c e l l gapscanbe e f f i c i e n t l y modeled. 2.5 Newsletter, April 1988 resolution1 FD-TOOko/10 resolution Contour model FRONT OF SCREEN A ( b) Fig. 11. Comparison of FD-TD and MOM Solutions for the Gap Electric Field Distribution, Straight Slot Case: (a) Magnitude; (b) Phase 1271 11 IEEE Antennas ond Propagation Society Newsletter, April 1988 Feature Article-Continued s i m i l a r t o conformal the curved surface model 1. l / r s i n g u l a r i t i e ostfh ae z i m u t h a l magnetic f i e l d and r a d i a le l e c t r i cf i e l da r e assumed t oe x i s tw i t h i nt h e deformed c e l l s . S l i g h tm l yo d i f i et idm e - s t e p p i negx p r e s s i o n s f o rt h ea z i m u t h a lm a g n e t i cf i e l d components i n these cell s are derived from the integral form o f Faraday's Law implemented around the perimeterofthedeformedcells. from page I 1 I - - - 120" \9 -0- 0 FD-TD(0.025A. resolulioni FD-TD (0.09X. resolution I contour model aJ u) a P / -240° /" / SERIES SOLUTION (EXACT) FD-TD 0 (b) Fig. 12b. FD-TD Computed Gap Electric Field Within the 0.45-Wavelength Path Length, U-Shaped Lapped Joint ' (First Transmission Resonance): (a) I Egap/Einc I ; (b) LEgap/Hz(A) [27l 0.8 - 0.6 F i g . 12a shows thegeometry o f a U-shaped lapped j o i n t which was s e l e c t e d f o r d e t a i l e ds t u d yo fp a t h l e n g t (hd e p t h ) power transmission resonances. The U shape o ft h ej o i n tp e r m i t sa d j u s t m e n to ft h eo v e r a l l j o i n tp a t hl e n g t hw i t h o u td i s t u r b i n gt h ep o s i t i o n so f t h ei n p u t and o u t p u tp o r t sa t A andF. A u n i f o r m gap of 0.025 wavelength i s assumed, as i s a s c r e e nt h i c k ness o f 0.3 wavelength and w i d t ho f 3 wavelengths. F i g . 12b compares t h e gap e l e c t r i cf i e l dw i t h i nt h e contour j o i n t as computed by: ( 1 ) A low-resolution, p a t h FD-TD model having 0.09 wavelength c e l l s i z e and and ( 2 ) A h i g h t r e a t i ntgh e gap as 0.28 c e l l ; r e s o l u t i o n FD-TO model having 0.025 wavelength c e l l s i z e and t r e a t i n gt h e gap as 1 c e l l . The t o t a pl a t h l e n g t hw i t h i nt h el a p p e dj o i n it sa d j u s t e dt oe q u a l 0.45 wavelength,whichprovides a sharp power t r a n s mission peak t ot h e shadow s i d eo tf h es c r e e n . From F i g . 12b, we see a very goodagreementbetween thelow and h i g hr e s o l u t i o n FD-TD models,eventhough thisis a n u m e r i c a l lsyt r e s s f u rl ,e s o n a npte n e t r a t i ocna s e . An i m p l i c a t i o n o f t h e s er e s u l t si st h a ct o a r s e (0.1 wavelength) FD-TD g r i d d i n gc a n be e f f e c t i v e l y used t o model t hfei n e - g r a i n epdh y s i cosf wave p e n e t r a t i o n t h r o u g hs l o t s and j o i n t s , i f s i m p l ea l g o r i t h mm o d i f i c a t i o n sa r e made i n accordancewiththecontourpath approach. This can substantially reduce computer resourcerequirements and c o d i n gc o m p l e x i t yf o r FD-TD models o f complex s t r u c t u r ew s ,i t h o suat c r i f i c i n g appreciable accuracy i n t h e m o d e l i n g r e s u l t s . 7. (X. /IO resolulion. contour integral model of w i r e l I.o 0.4 0.2 P 01 3,000 30,000 I I 300 30 Wire radius, in wavelengths Fig. 13. Comparison of FD-TD and Exact Solution for the Scattered Azimuthal Magnetic Field at a Point 1/20 Wavelength From the Center of an Infinite Wire [29] - 2.0 r MOM (A./60 resolution1 0 FD-TO (?,/IO resolulion, contour integral model of wire) 1.5 - 1.0 - 0.5 - COUPLING MODELS FOR WIRES AND WIRE BUNDLES Center End Position along half dipole I n equipmentdesignfor EMP, HPM, and EM1 / EMC, understandingelectromagnetic wave c o u p l i n gt ow i r e s and c a b l eb u n d l e sl o c a t e dw i t h i ns h i e l d i n ge n c l o s u r e s i s a p r o b l e mt h a t i s complementary t ot h a to f wave p e n e t r a t i o nt h r o u g ha p e r t u r e so tf h es h i e l d( s u c h as n a r r o ws l o t s and j o i n t s ) .S i m i l a rt ot h en a r r o ws l o t problem, a keydimension o f t h e i n t e r a c t i n g s t r u c t u r e , i n t h i s casethewireorbundlediameter, may besmall r e l a t i vteo one FD-TD space c e l l . Thus, it i s i m p o r t a n tt ou n d e r s t a n d how t h i n ,s u b - c e l l ,w i r e s and b u n d l e sc a nb ee f f i c i e n t l y modeled i f FD-TO i s t o have much a p p l i c a t i o n t o c o u p l i n g p r o b l e m s . Two d i f f e r e n tt y p e so f been proposed and examined Fig.14. The accuracy of the Faraday's Law contour path model f o rt h i nw i r e si nf r e e space i s i l l u s t r a t e d i n F i g s . and 14. 13 F i g . graphs 13 the scattered azimuthalmagnetic f i e l d a t a f i x e dd i s t a n c eo f1 / 2 0 wavelengthfromthecenterof an i n f i n i t e l y l o n g w i r e having a radius ranging between 1/30,000 and 1/30 wavelength. TM i l l u m i n a t i o ni s assumed. We see t h a t t h e r ei se x c e l l e n t agreementbetween t h ee x a c ts e r i e s s o l u t i o n and t h e l o w - r e s o l u t i o n (0.1 wavelength) FD-TD contourpath model o v e rt h ee n t i r e 3-decade r a n g eo f w i r er a d i u sF. i g . 14 graphs the scattered azimuthal m a g n e t ifci e lddi s t r i b u t i oanl o n g a 2.0-wavelength ( a n t i r e s o n aw n ti )r e o f radius 1/300 wavelength. Broadside TM i . l l u m i n a t i o n i s assumed, and t h e f i e l d i s o f 1/20wavelengthfrom observed a t a f i x e dd i s t a n c e FO-TD sub-cell modelshave f om r o d e l i n gt h i nw i r e s : a. Equivalent inductance C281. Here, an equivalent inductance is defined for a wire within a space c e l l p e r m i t t i n g a l u m p e d - c i r c u i t model of the wire to be s e t up andcomputed. I b. Comparison of FD-TD and MOM Solutions for the Scattered Azimuthal Magnetic Field Distribution Along a 2.0-Wavelength Wire ofRadius 1/300 Wavelength (Broadside TM illumination) [29] Faraday's Law contour path model L291. Here, space c e l l s a d j a c e n t t o t h e w i r e a r e deformed t oc o n f o r mw i t ht h es u r f a c el o c u s ( i n a manner Continued on poge 13 12 tEEE Antennas and Propagation Society Newsletter. April 1988 - I Cylindrical shielding enclosure I 1 I Single FD-TD c e l l virtualsuriace :: LANE YBRID FD-TD/MOM aperture Normalized posftion - SYSTEM Fig. 15. Comparison of Hybrid FD-TD / MOM Modeling Predictions withDirect EFIE for Induced on a WireBundle Illuminated Broadside bya Plane Wave in Free Space [29] Feature Article-Continued from page 12 t hw e i rcee n t e r . We see t h atth e r iees x c el le n t agreement between a MOM s o l u t i o sna m p l i n tgh w e ire currentat1/60wavelengthincrements, and thelowr e s o l u t i o n (0.1 wavelength) FD-TD contourpathmodel. Fig. 16. Geometry of the Cylindrical Shielding Enclosure and Internal Wire or Wire-Pair [29] Wave p e n e t r a t i o n i n t o t h e i n t e r i o r o f t h e e n c l o s u r e i s through a c i r c u m f e r e n t i a ls l o ta p e r t u r e (0.125 m a r c l e n g t h , 0.0125 m gap) a t h e ground plane. For the cases studied, an i n t e r n asl h o r t i n gp l u gi sl o c a t e d 0.40 m above t h e ground p l a n eF. otrh e single-wire t e s t , a w i r e o f l e n g t h 0.30 m and r a d i u s 0.000495 m i s c e n t e r ew d i t h itnhien t e r i o r and connected t toh e groundplanewith a lumped 50-ohm l o a d .F o rt h ew i r e p atier spt ,a r a l l ewli r eotshf e sdei m e n s i o nasr e l o c a t e d 0.01 m a p a r tw , ith one w i r es h o r t e dt ot h e ground plane and t h e o t h ecr o n n e c t e d to the ground p l a nwei t h a lumped 50-ohm load. A ll r e s u l tasr e n o r m a l i z e dt o a 1 v/m i n c i d e n t wave e l e c t r i c f i e l d . The FD-TD contourpath model can be extended t o t r e atth i w n irb eundles, as w e l l as s i n g l w e ires. F i g : 15 shows t h ea n a l y t i c avl a l i d a t i o nr e s u l t sf o r t h ei n d u c e dc u r r e n t s on a bundlecomprised o f 4 wires, where 3 a r eo ef q u alle n g t h . Here, a w i r eo fl e n g t h 0.6 m (2.0wavelengths) i s assumed a t h ec e n t e r of thebundle, and t h r e ep a r a l l e lw i r e so fl e n g t h :0.3 m (1.0 wavelength) are assumed t o be l o c a t e da t 120" separations on a c o n c e n t r i cc i r c l eo fr a d i u s 0.005 m ( 1 / 6 0 wavelength). The r a d o i ai f w l l i r e istnh e 0.001 m (1/300 wavebundle are equal and s etto length). The assumed e x c i t a t i o n i isn free space, p r o v i d e d by a 1-GHz broadside TM plane wave. Followi n gt h et e c h n i q u eo f C291, thebundle i s r e p l a c e d by a s i n g l ew i r eh a v i n gv a r y i n ge q u i v a l e nrt a d i u sc o r r e sponding t ot h et h r e es e c t i o n sa l o n gt h eb u n d l ea x i s . The p h y s i c so ft h es i n g l ew i r eo fv a r y i n ge q u i v a l e n t r a d i u si si n c o r p o r a t e di n a l o w - r e s o l u t i o n (0.1 wavel e n g t h ) FD-TD contourpath model, as discussed above. The FD-TD model i s t h e nr u nt oo b t a i nt h et a n g e n t i a l E and H f i e l d a st a v i r t u as lu r f a cceo n v e n i e n t l y locatedatthecell b o u n d a r yc o n t a i n i n gt h ee q u i v a l e n t w i r e (shown as a dashed l i nieFn i g1.5 ) . These f i e l d sa r et h e nu t i l i z e d as e x c i t a t i o nt oo b t a i nt h e c u r r e n t si n d u c e d on t h e i n d i v i d u a l w i r e s o f t h e o r i g i n a lb u n d l e .T h i sl a s ts t e pi sp e r f o r m e db ys e t t i n g up an e l e c t r i c f i e l d i n t e g r a l e q u a t i o n ( E F I E ) and s o l v i n g v i a MOM. F i g . 15 shows an excellent correspondence between t h e r e s u l t s o f t h e h y b r i d FD-TD/MOM procedure described aboveand t h e u s u a l d i r e c t EFIE s o l u t i o n f o r t h ei n d u c e dc u r r e n td i s t r i b u t i o n oneach w i r eo ft h e bund1 e. The h y b r i d FD-TD / MOM p r o c e d u r e f o r m o d e l i n g t h i n wirebundles i s mostuseful when thebundle i s l o c a t e d w i t h i n a s h i e l d i ne gn c l o s u rFei.g . 17 shows t h e e x p e r i m e n t a vl a l i d a t i o nr e s u l t sf o rt h ev a r i a t i o no f i n d u c e dl o a dc u r r e n tw i t hf r e q u e n c yf o r a s i n g l ew i r e and a w i r e - p a i r l o c a t e d a t t h e c e n t e r o f t h e c y l i n d r i The enclosure calenclosuredepicted i n F i g . 16 [291. a i s 1.0 m high, 0.2 m i n diameter,andreferencedto large metal ground plane. Approximate plane wave e x c i t a t i oinpsr o v i d e d an by e l e c t r i c al yl -a1r g e c o n i c a l monopole r e f e r e n c e dt ot h e same groundplane. -.- Hybrid FD-TD /MOM w i t h VI 0.6 ' DX = 1.2144 cm: d a t aa t 15 cyclesbelow 1.1 GHz, above 30 cycles s . . 1.1 GHz I Frequency IGHz) Fig. 17(a) From F i g . 17, we see t h a t t h e r e i s a good c o r r e spondencebetween t h e measuredand numerically modeled w i r el o a dc u r r e n ft o rb o t ht e s t cases. The two-wire t e spt r o v e dt o b e s p e c i a l l cy h a l l e n g i n gs i n c et h e , coupling response (center observed Q f a c t oortfh e Continued on page 14 13 0.8 , IEEE Antennas and Propagation Society Newsletter, April 1988 r h 1 mW/cm* plane wavepower density Hybrid FD-TD / MOM with OX = 1.23 cm; @ d a t aa t 30 cycles except a t 140, 1.141 GHr and 1.15 GHz. 180 1 B @ i.. J" 0.8 0.3 Y " 1.0 &,Jh 1.2 1.1 Frequency (GHz) Fig. 17. Comparison of Hybrid FD-TD / MOM Modeling Predictions With Experimental Data For Induced Load Current: (a) Single Wire in Shielding Enclosure; (b) Wire-Pair in Shielding Enclosure [29] Feature Article-Continued from page 13 . Fig. 19a. FD-TD Computed Contour Map of the Specific Absorption Rate (SAR) Distribution Along a Horizontal Cut Through the Head of the 3-D Inhomogeneous Man Model (350 MHz) [32] f r e q u e n cdyi v i d e d by the half-power bandwidth) is quith e i g ha, b o u t 75. Indeed, it i s f o u n dt h atth e FD-TD code has t o be stepped through as many as 80 c y c l etsao p p r o x i m a t e lrye a c thh sei n u s o i d aslt e a d y s t a tfeoerx c i t a t i ofnr e q u e n c i ense at rhree s o n a n t peak. However, s u b s t a n t i a lfl ey w ec ry c l eo t isfm e s t e p p i na gr e needed away from the resonance, as indicatedinthefigure. I nf a c t , one o tf h ee a r l i e s at p p l i c a t i o n so f FD-TD i n v o l v e dt h ec o n s t r u c t i o nodf e t a i l e d inhomogeneous t i s s u em o d e l so tf h e human eye t oo b t a i np r e d i c t i v e d a t af o r UHF / m i c r o w a v ep e n e t r a t i o n and h e a t i n g E41. The emergence o f supercomputers has recently p e r m i t t e d FD-TD t o be s e r i o u s l y a p p l i e d t o a number o f it was i m p o r t a n tb i o - e l e c t r o m a g n e t i cp r o b l e m s .F i r s t , shown t h a t FD-TD p r o v i d e es x c e l l e n t agreement w i t h s e r i e ss o l u t i o n sf o rt h ep e n e t r a t i n gf i e l dd i s t r i b u t i o n s w i t h i n homogeneous and l a y e r e dt i s s u ec y 1i n d e r s and spheres C301, E311. F i g . 18, taken from C301, shows t h ae n a l y t i cvaal l i d a t i o r ens u lfttohsre p e n e t r a t i n ge l e c t r i cf i e l dv e c t o r components w i t h i n a The i n n e r 0.15 m r a d i u sm u s c l e - f a tl a y e r e dc y l i n d e r . l a y e r( r a d i u s = 0.079 m) i s assumed t o be comprised o f muscle having a r e l a t i v ep e r m i t t i v i t yo f 72 and c o n d u c t i v i t yo f 0 . 9 Slm. The o u t e lra y e r i s assumed t o becompr-ised of fat having a re1 ative permittivity o f 7.5and c o n d u c t i v i t yo f 0.048 Slm. TE i l l u m i n a t i o n a t a f r e q u e n c yo f 100 MHz i s modeled. From F i g . 18, we see t h a t t h e FD-TD s o l u t i o n f o r t h e i n t e r n a l f i e l d s agreesvery we1 1 w i t ht h ee x a c ts o l u t i o n ,d e s p i t et h e f a c tt h a t a stepped-edge(staircase)approximationof t h ec i r c u l a rl a y e rb o u n d a r i e si s used. 8. PENETRATION MODELS FOR BIOLOGICAL TISSUES Two c h a r a c t e r i s t i c so f FD-TD cause it t o be v e r y p r o m is i n gf o r model ing electromagnetic wave i n t e r a c t i o n sw i t hb i o l o g i c a tl i s s u e s : ( 1 ) E l e c t r i c a l media f o r each v e c t o rf i e l d can be s p e c i f i e di n d e p e n d e n t l y component, so t i s s u e so f enormous complexity can be s p e c i f i e di np r i n c i p l e ; and ( 2 ) The requiredcomputer resources f o r t h i s t y p e o f d e t a i l e d v o l u m e t r i c model i n ga r ed i m e n s i o n a l l yl o w o, n l yo of r d e r N, where N i st h e number o f space c e l l s i n t h e FD-TD l a t t i c e . I 0 30 ' h ' I A f t e rv a l i d a t i o no f FD-TD models o f p e n e t r a t i n g f i e l d sf o rc a n o n i c a lb i o l o g i c a lt i s s u e shapes, a t t e n t i o nt u r n e dt o w a r dm o d e l i n gh i g h l yr e a l i s t i c inhomogeneous t i s s uaep p r o x i m a t i o n s o f t h e human body. S p e c i f i ce l e c t r i c apl a r a m e t e r sw e r ea s s i g n e dt o each o ft h ee l e c t r i cf i e l dv e c t o r components a t t h e 16,000 t o 40,000 space c e l l s comprising the body model. Assignmentswerebaseduponcross-sectiontissue maps o f t h e body ( a t s p a c i n g s o f a b o u t one inch, as o b t a i n ed v i a c a d a v es tr u d i e a s )v a i l a b l e itnhm eedical of tissue 1it e r a t u r e , and cataloged measurements d i e l e c t r i cp r o p e r t i e s . Space r e s o l u t i o n s as f i n e as 0.013 m t h r o u g h o tuhe t en t i r e human body proved l 9 b , takenfrom p o s s i b l eu s i n g FD-TD. F i g s . 19a and E321, show t h e computed contour maps o ft h es p e c i f i c a b s o r p t i orna t e (SARI d i s t r i b u t i o an l o n hg o r i z o n t a l c u t st h r o u g ht h e headand 1iv e r , r e s p e c t i v e l y , o f t h e In Fig three-dimensional inhomogeneous man model 19a, t h ei n c i d e n tp l a n e wave has a power d e n s i t y of 1 mW/cm2 a t 350 MHz, and each contour i s 20 rnW1Kg. + Y I 018m 0.12 O. 0.00 O' E 0.00 0. . Fig. 18. Comparison of FD-TD and Exact Solution for Penetrating Electric Field Vector Components Within a Circular Muscle - Fat Layered Cylinder, TE Polarization, 100 MHZ I301 . Continued on page 1. 14 IEEE Antennas and Propagation Society Newsletter, April 1988 1 mW/cm2 plane wave power d e n s i t y I Fig. 19b. FD-TD Computed Contour Map of the Specific Absorption Rate (SAR) Distribution Along a Horizontal Cut Through the Liver of the 3-D Inhomogeneous Man Model (100 MHz) [32] Feature Article-Confinued from page 14 I nF i g . 19b, t h ei n c i d e n t wave has t h e same power 100 MHz; contours i nt h e arms a r e d e n s i t yb u ti sa t a t 20 mW/kg i n t e r v a l s ,w h i l ec o n t o u r si nt h e body a r e a t 10 mW/kg i n t e r v a l s . These contour maps i l l u s t r a t e t h eh i g h 1eve1 o f d e t a i l o f l o c a l f e a t u r e s o f t h e SAR d i s t r i b u t i o n t h a t i s p o s s i b l e v i a FD-TD modeling. I n C353, FO-TD i s f i r s t used t oo b t a i nr e s o n a n t f r e q u e n cs o ieefvsetrharle e - d i m e n s i o nc a vl i t i e s loaded by d i e l e c t br ilco c kNse. txrhte,es o n a n t f r e q u e n c yo f a f i n l i n ec a v i t yi s computed. L a s t t, h e resonantfrequenciesof a m i c r o s t r i pc a v i t y on anisot r o p si cu b s t r a taeroeb t a i n e d , and t hdei s p e r s i o n c h a r a c t e r i s t i c so ft h em i c r o s t r i p used i nt h ec a v i t y a r ec a l c u l a t e d . FD-TD m o d e l i n gr e s u l t a s re compared p r i m a r i ltytoh o soeb t a i n euds i ntghter a n s m i s s i o n l i n em a t r i x (TLM) approach, and thetwo methods a r e foundtogivepracticallythe same r e s u l t s . More r e c e n t workhas d e p a r t e df r o ms i m u l a t i o n so f plane wave i l l u m i n a t i o n o f t h e human body. C u r r e n t l y , FD-TD i s b e i n gu s e dt o model annular phased a r r a y so f a p e r t u r e and dipole antennas used f ohry p e r t h e r m i a C331. A 17,363 c e l l , 0.013 m r e s o l u t i o n ,a n a t o m i c a l l y basedmodel o ft h e human torsosurrounded by p b o l u s o fd e i o n i z e dw a t e r i s used f o rc a l c u l a t i o n so f SARs. Testruns on t h ec a l c u l a t i o no ff i e l d si nt h ew a t e r f i l l e d i n t e r a c t i o n spaceand w i t h homogeneous c i r c u l a r and e l l i p t i c a lc y l i n d e r phantoms c o r r e l a t ew e l w l ith the experimental data ti hnl iet e r a t u r lee, n d i n g s u p p o r tt ot h ea c c u r a c yo ft h e FD-TD method f o rn e a r f i e l d exposureconditions C331. 9. Continued on poge 16 MICROSTRIP AND MICROWAVE CIRCUIT MODELS Recently, FD-TD modeling has been extended p r o v i ddee t a i l ecdh a r a c t e r i z a t i o nm osfi c r o s t r i p s , r e s o n a t o r fsi,n l i n e s , and two-dimensional microwave c i r c u i t sI.n C341, FD-TD i s used t co a l c u l a t teh e d i s p e r s i v ec h a r a c t e r i s t i c so f a t y p i c a lm i c r o s t r i p a g a l l i ua m r s e n isdueb s t r a t e . A Gaussian pulse e x c i t a t i oi ns used, and t heef f e c t i vdei e l e c t r i c c o n s t a n t and c h a r a c t e r i s t i c impedancevs.frequency e f f i c i e n t l yo b t a i n e do v e r a broadfrequencyrangevia F o u r i e rt r a n s f o r mo ft h et i m e - d o m a i nf i e l dr e s p o n s e . to on is Fig. 2O(a) 1s I E I E Antennas and Propagation Society Newsletter, April 1988 g i v edni r e c ttilh nyl ae b o r a t o r y frame. This is accomplishedbyimplementingtheproper relativistic b o u n d a r yc o n d i t i o n sf o rt h ef i e l d sa t h es u r f a c e of themovingconductor. Scattered fie1 Total fields Vibrating mirror E 2 6 4 8 le (b) 12 Lattice truncation f (GHzl Fig. 20. Comparison of FD-TD Modeling Predictions With Measurements of 1 S21 I for a Two-Port Microstrip Ring Circuit: (a) Geometry and Griddingof Microstrip Circuit; (b) Comparative Results Over 2 - 12 GHZ [36] Feature Article-Continued - Analytical z/d=-50 2.0 from poge 15 results /9=0.2, kd= 1 I n [36], a m o d i f i e dv e r s i o no f FD-TD i s presented wphr oi cvchiednetsr a l - d i f f e rtei m n cee- s t e p p i n g e x p r e s s i o n sf o rd i s t r i b u t i o n so vf o l t a g e and s u r f a c e current density along arbitrary-shaped two-dimensional microwave c i r c u i t s .T h i s approach i sq u i t ed i f f e r e n t f r o mt h a to f[ 3 4 1 and C351, which u t i l i z e t h e o r i g i n a l v o l u m e t r ifci e lsda m p l i ncgo n c e pf o tr FD-TD. As a r e s u l t ,t h e method o f[ 3 6 ]r e q u i r e sf e w e r unknowns t o be solved, and avoidsthe need f o r a r a d i a t i o n bounda cr yo n d i t i o n . However, an a u x i l i a rcyo n d i t i oi ns r e q u i r edt ode s c r i bt hel oe a d i negf f e c t s o f the f r i n g i nf ige l dtahst e edges tohm f ei c r o s t r i p conductingpaths.Fig. 20, takenfrom C361, shows t h e I S 2 1 1 , as a f u n c t i o no f FD-TD computed S parameter, f r e q u e n c yf o r a t w o - p o r tm i c r o s t r i pr i n gc i r c u i t . The r i n gc i r c u i t ,g r i d d e d as shown i nt h ef i g u r e , hasan 7 mm, s u b s t r a t e i n n e rr a d i u so f 4 mm, o u t e rr a d i u so f 10 and r e l a t i v ep e r m e a b i l i t y r e l a t i v ep e r m i t t i v i t yo f and i s connected t o two o f 0.93 ( s i m u l a t i n gd u r o i d ) , 50-ohm 1ines making a 90" angle. The broadband response o tf h ec i r c u i it so b t a i n e du s i n g a single FD-TD r uf onr an a p p r o p r i aptuelesxec i t a t i o n , f o l l o w e d by F o u r i et rra n s f o r m a t i ootnhfdee s i r e d 20, we see response time-domain waveform. From Fig. goodagreement o ft h ep r e d i c t e d and measured c i r c u i t responseoverthefrequencyrange 2 - 12 GHz and a dynamicrange o f about 30 dB. E361 c o n c l u d e st h a tt h e a p p l i c a t i o oni tf s FD-TD approach t ao r b i t r a r i l y shaped m i c r o s t r i pc i r c u i t si s encouraging, but more work i s needed t o d e t e r m i n et h em o d e l i n gl i m i t a t i o n s , e s p e c i a l l ya th i g h e rf r e q u e n c i e s wheremedia d i spersioncan become i m p o r t a n t . IE,I 1 .o H FD-TO 0.0 0 2n 71 Rt (b)' Fig. 21. Comparison of FD-TD and Analytical ResultsForthe Envelope of the Scattered E Field VS. Time For a Monochromatic Plane WaveIlluminating a Vibrating Mirror at 30" [37] F i g . 21 shows r e s u l t s f o r one of t h e more i n t e r e s t i n g problems o ft h i st y p e modeled so f a r ,t h a to f o b l i q u ep l a n e wave i n c i d e n c e onan infinitevibrating m i r r o rT. h i sc a s e i s much more complicatedthanthe normalincidence case, i n t h a t it hasnoclosed-form solution. An analysis presented i n t h e 1it e r a t u r e C381 w r i t e st h es o l u t i o ni n an i n f i n i t es e r i e sf o r m usingplane-waveexpansions,wherethe unknown coeff i c i e n t si nt h es e r i e sa r es o l v e dn u m e r i c a l l y T. h i s a n a l y s is e r v e s as t h eb a s i o scf o m p a r i s o nf otrh e FD-TD model r e s u l t fsotrh et i m ev a r i a t i o notfh e s c a t t e r e df i e l de n v e l o p ea pt o i n t sn e a tr h em i r r o r . 10. SCATTERING MODELS FOR RELATIVISTICALLY MOVING SURFACES I N ONE ANDTU0 DIMENSIONS Since it idsi f f i c u tl to model e x a c t l y an i n f i n i t pe l a n m e i r r oi rn a f i n i t e two-dimensional g r i d , a l o n gt,h i nr,e c t a n g u l apr e r f e c t l y - c o n d u c t i n g s l a bi s used as t h em i r r o r model, as shown i nF i g . 21a. R e l a t i v i s t i c b o u n d a r yc o n d i t i o n sf o rt h ef i e l d s are implemented on t h ef r o n t and back s i d e so tf h e slab. The o t h e tr w os i d e s p, a r a 1l e 1t ot h ev e l o c i t y v e c t o r ,a r ei n s e n s i t i v et ot h em o t i o no ft h es l a b , and t h e r e f o r e no r e l a t i v i s t i c boundary conditions are r e q u i r e dt h e r e . To m i n i m i z et h ei m p a c ot f edge d i f f r a c t i o nt,h e slab length i cs a r e f u l l sy e l e c t e d so A n a l y t i c a l v a l i d a t i o n s havebeen r e c e n t l y o b t a i n a monochromatic ed f o r FD-TD model s o f r e f l e c t i o n o f p l a n e wave by a p e r f e c t l yc o n d u c t i n gs u r f a c ee i t h e r moving a t a u n i f o r m r e l a t i v i s t i c v e l o c i t y o r v i b r a t i n g a t a frequency and a m p l i t u d el a r g e enough so t h a t t h e s u r f a c ea t t a i n sr e l a t i v i s t i c speeds C371. The FD-TD approach o f C371 i s novel i n t h a t i t does not r e q u i r e a s y s t e mt r a n s f o r m a t i o n where theconductingsurface i sa tr e s t .I n s t e a d ,t h e FD-TD g r i d i s a t r e s t i n t h e l a b o r a t o r y frame, and t h e computed f i e l ds o l u t i o ni s Continued on poge 17 16 IEEE Antennas and Propagation Society Newsletter, April 1988 Feature Article-Continued from page 16 Original profile Reconstructed values \ t h atth es l a ba p p e a r st o be i n f i n i t ei ne x t e n ta t o b s e r v a t i o pn o i n t , P , d u r i n g a w e l l - d e f i n e ed a r l y timeresponse when t h e edge e f f e c t has n o t y e t propag a t etdo P Since the TM case does n optr o v i d e substantially different results than the TE case C381, o n l yt h e TE case i s considered.FromFig. 21b, we see good agreement between the FD-TD and a n a l y t i c a l r e s u l t so b t a i n e df r o m C381 f o rt h e envelope o ft h e sc:ttered E f i e l d vs.time,for an i n c i d e n ta n g l e o f 30 , peak m i r r o r speed 20% t h a t o f l i g h t , andobservat i o np o i n t sz / d = -5 andz/d = -50 , where kd = 1 S i m i l a r agreement i s f o u n df o r an even more oblique angle, 60" C371. T h i s agreement i ss a t i s f y i n gs i n c e is the action of the relativistically vibrating mirror socomplicated,generating a r e f l e c t e d wave having a spreadboth i n f r e q u e n c ya n ds p a t i a lr e f l e c t i o na n g l e , as w e l l asevanescent modes. . . 11. INVERSE SCATTERING RECONSTRUCTIONS IN ONE AND MO DIMENSIONS I n i t i a l workhasdemonstratxedthe possibility of a c c u r a t e l yr e c o n s t r u c t i n go n e - d i m e n s i o n a p l r o f i l e so f p e r m i t t i v i t y and c o n d u c t i v i t y C391, and t h e shapeand d i e l e c t cr iocm p o s i t i o n o f two-dimensional targets C401,C411 f r o mm i n i m a ls c a t t e r e df i e l dp u l s er e s p o n s e data. The general approach involves setting up a numerical feedback loop which uses a one- o r twodimensional FD-TD code as a forward-scattering element, and a s p e c i aclol yn s t r u c nt eodn l i n e a r o p t i m i z a t i o n code as the feedback element. FD-TD generates a t e s tp u l s er e s p o n s ef o r a t r i a ll a y e r i n g The t e spt u l s ies ot ra r g e t shape / composition. compared t o t h e measuredpulse,andan errorsignalis developed. Working on t h iesr r osri g n a tl ,h e nonl i n e a ro p t i m i z a t i o ne l e m e n tp e r t u r b st h et r i a ll a y e r i n go rt a r g e ts h a p e / c o m p o s i t i o ni n a manner t o d r i v e down t h e r r o r , Upon r e p e a t e idt e r a t i o n st ,h pe r o posed l a y e r i n g or t a r g ei dt e a l lcyo n v e r g e s t o the a c t u a l one, a s t r a t e g y s i m i l a r t o t h a t o f C421. The advantage o fw o r k i n gi nt h et i m e domain i s t h a t a l a y e r e d medium o rt a r g e t shape can be recons t r u c t e ds e q u e n t i a l l y i n t i m e as t h ew a v e f r o n to ft h e i n c i d e npt u l s e sweeps through, taking advantage of causality. This reduces the complexity reconof s t r u c t i o ns i n c eo n l y a p o r t i o notfh el a y e r i n g or t a r g e t shape i s being generated a t each i t e r a t i o n . Advanced s t r a t e g i e s f o r r e c o n s t r u c t i o n i n t h e p r e s e n c e o f a d d i t i v e n o i s e may i n v o l v e t h e u s e o f p r e d i c t i o n / c o r r e c t i o n , where t h ter i al a l y eortra r g e t shape i s c o n s i d e r e dt ob e a p r e d i c t o r o f t h ea c t i a l case, which i s subsequentlycorrected by o p t i m i z a t i o n o f t h e e n t i r el a y e r e d medium otra r g eut s i n gt h ec o m p l e t e scattered pulse. F i g . 22 shows t h ea p p l i c a t i o no ft h eb a s i c FD-TC feedbackstrategy t o a one-dimensionallayered medium i n t h e absence o fn o i s e .B o t ht h ee l e c t r i c a p l ermitt i v it y and c o n d u c t i v i t oyt fh e medium vary i n a "sawtooth" manner wdiet hp t h . The curves show simulated measured d afttoahrre f l e c t epdu l s e f otrh r e e cases defined by the peak values of t h e c o n d u c t i v i t y (0.001 S/m, 0.01 S/m, and 0.1 S/m) and t h ec o r r e s p o n d i n gs p a t i a l l yc o i n c i d e n t peak v a l u e so f medium. r e l a t i v ep e r m i t t i v i t y (3, 2, and 4 ) o tf h e I n eachcase, t h ei n c i d e n tp u l s e i s assumed t ob e a 50 cm betweenzerocrossings. half-sinusoidspanning N o t itnhtdghaae dt rosktusp e r i m p o s e d on t h e " s a w t o o trhe"p r e s etrh nee t c o n s t r u c tveadl uoefs p e r m i t t i v i t y and c o n d u c t i v i t y , we see t h a tt h eb a s i c i s quite s u c c e s s f ui ln the FD-TD feedback strategy absence o f n o i s e C391. Continued on page I8 Fig. 22. Application of theFD-TD / FeedbackStrategy to Reconstruct A I-D Sawtooth Variation of Electrical Permittivity and Conductivity in the Absence of Noise [39] 4.0 0.01 S f m 2.0 0.01 Exact Profiles Reconstructed Profiies - 40 dB SIN ReCOnStrMCted Profiles - 20 dB SIN Fig. 23. Applications of the FD-TD / FeedbackStrategy to Reconstruct a 2-D Lossy Dielectric Target in the Presence of Noise [41] IEEE Antennas and Propagation Society Newsletter, April 1988 Table 1. Computation Times F i g . 23 shows t h ea p p l i c a t i o no ft h e FD-TD feedback s t r a t e g yt or e c o n s t r u c t a two-dimensionallossy 10-WavelengthModel d i e l e c t r i ct a r g e t . The t a r g e ti s a 30 cm x 30 cm Present FD-TDCode Machi ne squarecylinderhaving a u n i f o r mc o n d u c t i v i t yo f 0.01 S/m, and a t e n t - l i k er e l a t i v ep e r m i t t i v i t yp r o f i l e VAX 111780 ( n o f l o a t i n g p o i n t 'which s t a r t s a t 2.0 a t t h e f r o n t and l e f ts i d e s and 40.0 h accelerator1 i n c r e a s e sl i n e a r l yt o a peak v a l u e o f 4.0 a t t h e back Cray-2 ( single processor, us? ng ;corner on t h er i g h ts i d e . These p r o f i l e sa r ei l l u s rnin t h e VAX F1 o2 r. t0r a n ) t r a t e d i n a p e r s p e c t i v e manner a t t h e t o p o f F i g . 23. Cray-2 ( s i n g l e p r o c e s s o r , some The t a r g e t i s assumed t o b e i l l u m i n a t e d by a TM p o l a r code o p t i m i z a t i o n ) 3.0 min i z e dp l a n e wave t h a t i s d i r e c t e dt o w a r dt h ef r o n to f t h et a r g e t( a sv i s u a l i z e da tt h et o po fF i g .2 3 ) . The Cray-2 ( f o u rp r o c e s s o r s , some i n c i d e n t waveform i s a 3 - c y c l es i n u s o i d a tl o n eb u r s t code o p t i m i z a t i o n ) ( e s1t . m ) in having a 60-MHz carrier frequency. For the reconmachine Gflop10 True 2 sec ( e s t . ) s t r u c t i o n ,t h eo n l yd a t au t i l i z e di st h e time-domain waveform o ft h es c a t t e r e de l e c t r i cf i e l d asobserved -* a t twopoints. These p o i n t sa r el o c a t e d 1 m f r o mt h e 1.55 106 unknown f i e l d components,661 timesteps f r o nottfh et a r g e t , and a rpeo s i t i o n e1d5 cm t o e i t h e sr i d eotfh et a r g ect e n t e lri n e . To s i m u l a t e a s s o c i a t e d memories arranged i n a h i g h l ye f f i c i e n t measureddata,thecomputedscatteredfield waveforms manner for processor-to-procesor communication. With a r ec o n t a m i n a t e dw i t ha d d i t i v eG a u s s i a nn o i s e .I n a1 1 t h e CM, a s i n g l ep r o c e s s o rc a nb ea s s i g n e dt os t o r e o ft h er e c o n s t r u c t i o n s ,t h et a r g e t shapeand l o c a t i o n and time-step a s i n g l e r o w o f v e c t o r f i e l d components i s assumed t o be known. i n a three-dimensional FD-TD space l a t t i cFeo. r example, 1.5 * l o 6 p r o c e s s o r sw o u l db es u f f i c i e n t o From F i g . 23, we see t h afto r a signal/noise s t o r et h e 6 C a r t e s i a n components o f E end tI f o r each r a t i o o f 40 dB, t h e a v e r a g e e r r o r i n t h e p e r m i t t i v i t y o tf h e 500 x 500 rows o f a c u b i cl a t t i c es p a n n i n g and c o n d u c t i v i t yp r o f i l e si s 1.5% and 2.3%, respect50 wave1 engths(assuming 10 c e l l d w a v e l e n g t h r e s o l ui v e l y . I f t h es i g n a l / n o i s er a t i oi sr e d u c e dt o 20 dB, t i o n ) . FD-TD timesteppingwouldbeperformedviarow ta h ve e r a e g rer oi rnsc r e a tsoe 6.9% and 10.4%, CM processors.. o p e r a t i o n s mapped o n t ot h ei n d i v i d u a l r e s p e c t i v e l y C411. Research i s ongoing t do e t e r m i n e These rowoperationswouldbeperformedconcurrently. means oifm p r o v i n gt h en o i s ep e r f o r m a n c ee, s p e c i a l l y Thus, f o r a f i x e d number otfi m se t e p st,h teo t a l u s i n gp r e d i c t o r / c o r r e c t o rt e c h n i q u e sb r i e f l yd i s c u s s e d r u n n i n gt i m ew o u l db ep r o p o r t i o n a lt ot h et i m e needed e a r l i e rG . i v e nt h er e l a t i v e l ys m a l l amount of scattpoe r f o r m a s i n g l e row operation, which i nt u r n teredfielddatautilized,the FD-TD feedbackstrategy w o u l db ep r o p o r t i o n atlot h e number o fv e c t o rf i e l d appearspromisingforfuturedevelopment. components i nt h e row, o r O ( N ' / ' 1 For the 50w a v e l e n g t hc u b i cl a t t i c en o t e d above, t h i s wouldimply a dimensional reduction of the computational burden 12. LARGE-SCALE COMPUTER SOFTMARE from O(500' t o O(5001, a tremendous b e n e f i t . As a r e s u l t , it i s c o n c e i v a b l et h a t a s u i t a b l ys c a l e d CM The FD-TD method i s n a t u r a l l ys u i t e df o rl a r g e c o u l d modelone l o o ka n g l eo f a 50-wavelengththreescale processing by state-of-the-art vector superd i m e n s i o n a ls c a t t e r e ri no n l y a fewseconds,achieving computersandconcurrentprocessors.This i s because e f f e c t i vf leo a t i npgo i rnat t tei hnoser d oe fr e s s e n t i a l l ya l lo ft h ea r i t h m e t i co p e r a t i o n si n v o l v e d 100 Gflops.Forthisreason, FD-TD a l g o r i t h md e v e l o p i n a t y p i c a l FD-TD r u nc a nb ev e c t o r i z e do rc a s ti n t o ment f o r t h e CM i s a p r o m i s i n g a r e a o f r e s e a r c h . O(N) a h i gchol yn c u r r feonrtmFaut .r t htehre, demand forcomputer memory and clcckcycles(where N i s t h e number o f l a t t i c e space c e l i s ) i s d i m e n s i o n a l l y 13. CONCLUSION low,and permitsthree-dimensional FD-TD mode7s span100wavelengths t o b e a n t i c i p a t e d by1990. n i n g 50 Recent advances i n FD-TD modeling concepts and software implementation, combined w i t h advances i n L e t us now considercomputationtimes o f present computer technology, have expanded the scope, FD-TD codes. Table 1 l i s t s computationtimes(derived accuracy, and speed o f FD-TD m o d e l i n gt ot h ep o i n t e i t h e r frombenchmark r u n s o r based on a n a l y s t s ' e s t i where i t may be t h r e preferred choice f ocr e r t a i n mates) f o rm o d e l i n g one l o o ka n g l eo f a 10-wavelength t y p e so fe l e c t r o m a g n e t i c wave s c a t t e r i n g and c o u p l f n g three-dimensional scatterer using the present FD-TD p r o b l e m sT.h iasr t i c l e has attempted tpor o v i d e a 'code.Fourcomputingsystemsare l i s t e di nt h et a b l e . s u c c i n c ts t a t e - o f - t h e - a r tr e v i e wo f FD-TD model ing !The f i r s t i s t h e D i g i t a l Equipment VAX 11/780,without a p p l i c a t i o n s . The reader is r e f et hrte roe d ; f l o a t i n gp o i n ta c c e l e r a t o r . 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Fusco, "FDTD a l g o r i t h mi nc u r v i l i n e a rc o o r d i nates," submitted to IEEE Trans. Antennas Propaqat. [23] V. Shankarand W. H a l l , "A t i m e domain d i f f e r e n st o i ealflvoeercrt r o m a g n es ct iac t t e r i n g problems," Proc. 1988 U R S I National Radio ScienceMeetinq,Boulder, CO, Jan. 1988, p. 103. [8] K. S. Kunz and K: M. Lee, " A three-dimensional f i n it e - d if f e r e n c es o lu t i on o ft h ee x t e r n a l response o f an a i r c r a f t t o a complex t r a n s i e n t EM environmen:: P a r t I-The method and i t s implementation, IEEE Trans. Electromaqn. Cornpat., v o l . EMC-20, pp. 328-333, May 1978. [24] B. Beker, K . K. Umashankar, and A. Taflove, "Numerical analysis and v a l i d at thoi eof n combined f i e lsdu r f a ci en t e g r ae lq u a t i o nf so r e l e c t r o m a g n e t i cs c a t t e r i n g by a r bti z a r y shaped two-dimensional anisotropic objects, submitted t o IEEE Trans.AntennasPropaqat. [9] D. E. Meriwether, R. F i s h e r , and F. W. C251 [lo] Smith, "On implementing a numericHuygens'source scheme i n a f i n i t e - d i f f e r e n c e program t oi l l u m i n a t es c a t t e r i nbgo d i e s , " IEEE Trans. Nuclear Sci., vol. NS-27, pp.1819-1833, Dee. 1980. G. Mur, "Absorbingboundaryconditionsforthe f i n i t e - d i f f e r e nac pe p r o x i m a t ti tohi fe m n edomai n electromagneti c f i e l de q u a t i o n s ," IEEE Trans, Electromaqn. Compat., v o l EMC-23, 377-382, Nov. 1981. . x [ll] K. R. Umashankar and A. Taflove, "A novelmethod t oa n a l y z ee l e c t r o m a g n e t i cs c a t t e r i n go f complex, IEEE Trans.Electromaqn. Compat., v o l . objects," EMC-24, pp. 397-405, N ~ v . 1982. cros: [12] A. T a f l o v e and K. R. Umashankar, "Radar s e c t i o n ofaeneralthree-dimensionalscatterers, IEEE Trans, Electromagn. Compat., v o l . EMC-25, pp.433-440, NO^. 1983. [13] A. Taflove, K. R. Umashankar, and T. G. Jurgens, " V a l i d a t i o n o f FD-TD m o d e l i n go ft h er a d a rc r o s s s e c t i o notfh r e e - d i m e n s i f n asl t r u c t u r e ss p a n n i n g IEEE Trans. Antennas up nine to wavelengths, Propaqat.,vol. AP-33, pp.662-666,June1985. C141 B. Engqui s t and A. Majda, "Absorbing boundary c o n d i t i ofnosr nt huem e r isciaml u l a toi of n waves," Math. Comp., v o l . 31, pp. 629-651, J u l y 1977. and C. Morawetz, " S o l v i n gt h e [15] G. A. Kriegsmann H e l m h o l tezq u a t i ofnoerx t e r i o r p, ,r o b l e mws i t h I, S I A M J. Sci. v a r i a b l ien d eoxr fe f r a c t i o n : 1980. S t a t . Comput., v o l . 1, pp. 371-385, Sept. C161 A . B a y l i s s and E. T u r k e l",R a d i a t i y c o n d i t i o nfso r wave-1 ike equations, Pure Appl. Math., v o l . 33, pp. 707-725, [17] L. boundary Commun. 1980. N. T r e f e t h e n and L. Halpern, "Well-posedness o f one-way wave equationsandabsorbingboundary c o n d i t i o n s ,I"n s t . Comput. Appl. Sci. and Eng. (ICASE), NASA Langley Res. Center, Hampton, VA, Report 85-30, June 1985. C181 J. G. Blaschak and G. A. Kriegsmann, "A comparat i vset u doayfb s o r b i nbgo u n d a rcyo n d i t i o n s , " J. G i l b e r t and R. Holland,"Implementationofthe t h i n - s l o tf o r m a l i s mi nt h ef i n i t e - d i f f e r e n c e EMP code THREDII ," IEEE Trans.NuclearSci , vol NS-28, pp. 4269-4274, Dec. 1981. . . E261 K. S. Yee, "A numerical method soof l v i n g Maxwell'sequationswith a c o a r s eg r i db o r d e r i n g a f i n eg r i d , " SGEMP Note #9, Document D-DV-860008, D D i v i s i o n , Lawrence Livermore National Laboratory,July 1986. C271 A . Taflove, K. R. Umashankar, B. Beker, and F. Harfoush, "Detailed FD-TD a n a l y s i osef l e c t r o m a g n e tfiice l dpse n e t r a t i nnga r r oswl o t s and l a p p ej odi ntithnsi c ko n d u c t i nsqc r e e n s , " I E E E Trans. Antennas Propcqat., Gol. AP-36, Feb. 1988 ( i n p r e s s ) . C281 R. H o l l a n d and L. Simpson, " F i n i t e - d i f f e r e n c e EMP c o u p l i nttgoh isnt r u t s and a n a l y s iosf wires," IEEE Trans. Electromaqn. Compat., v o l . EMC-23, pp.88-97, May 1981. C291 K. R. Umashankar, A. Taflove, and B. Beker, " C acl ual t i o n and experimental Val id a t i o n o f i n d u c e d c u r r e n t s on couoledwires i n an a r b i t r a- r v* shaped c a v i t y , " IEEE i r a n s . Antennas Propagat., ~ 0 1 . AP-35, pp.1248-1257, NOV. 1987. [301 D. T. Borup, D. M. S u l l i v a n , and 0. P. Gandhi, "Comparison o f t h e FFT c o n j u g a t eg r a d i e n t method a n dt h ef i n i t e - d i f f e r e n c et i & - d o m a i n method f o r t h e 2-0 absorption problem," IEEE Trans. MicrowaveTheory Tech., v o l . MTT-35,pp: 383-395, A p r i 1 1987. C311 D. M. S u l l i v a n , D. T. Borup, and 0. P. Gandhi, "Use o f t h e f in i t e - d i f f e r e n c e ti me-domai n method i nc a l c u l a t i n g EM a b s o r p t i o ni n human t i s s u e s , " BME-34, pp.148IEEE Trans. Bfomed. Enqrq.,vol 157, Feb. 1987. . 0. P. Gandhi , and A. Taflove, E321 D. M. S u lilv a n , "Use o f t h e f i n i t e - d i f f e r e n c e time-domainmethod i cn a l c u l a t i n g EM a b s o r p t i o n i n man models," IEEE Trans. Biomed. Engrq., v o l . BME-35, 1988 (inpress). Continued on poge 20 19 IEEE Antennas and Propagation Society Newdetter. April 1988 Feature Article-Continued De Z u t "t eRre, f l e c t i of r1no.sm inearly v i b r a t ionbgj e c pt sl a: m n ei rorabotlri q u e IEEE Trans. Antennas Propaqat., incidence," v o l . AP-30, pp. 898-903, Sept. 1982. C381 D. from poge 19 Wang and 0. P. Gandhi, "Numericalsimulat i o no fa n n u l a r phased a r r a y sf o r, , a n a t o m i c a l l y basedmodelsusingthe FDTD method, submitted t o IEEE Trans.MicrowaveTheoryTech. [33] C.-Q. R. Umashankar, S. K. Chaudhuri, and A. Taflove,"Finite-differencetime-domainformulat i o no f an i n v e r s es c a t t e r i n g scheme f o r remot: s e n s i nogf inhomogeneous l o s slya y e r e d media, s u b m i t t e dt o IEEE Trans.AntennasPropaqat. C391 K. Zhang, J . Fang, K.K. Mei, and Y. L i u , " C a l c u l a t i o n sotfh ed i s p e r s i v ec h a r a c t e r i s t i c s o fm i c r o s t r i p s by thetime-domain finitedifferIEEE Trans. Microwave Theory 'ence method," Tech., v o l . 36, pp. 263-267, Feb. 1988. C341 X. [40j M. A. S t r i c k e l , A. Taflove, and K. R. Umashankar, "Accurate reconstruction two-dimensional of conducting and homogeneous d i e l e c t rtiacr g e t shapes from a s i n g l e - p o i n t TM s c a t t e r e df i e l d pulse response," submitted to IEEE Trans. AntennasPropaqat. H. Choi and W. J . R. Hoefer, "The f i n i t e differencetime-domain methodand i t s a p. p. l i c a t i o n t o e i genval ue problems, " IEEE Trans.Microwave Theory Tech., v o l . MTT-34, pp. 1464-1470, Dec. [35] D. E411 M. A. S t r i c k e l and A. Taflove,"Reconstructionof 1986. [36] W. K. one- andtwo-dimensionalinhomogeneous diele7,tric t a r g e t us s i n tgh e FD-TD / feedback method, in preparation. Gwarek, " A n a l y s i o saf r btir a r i l y - s h a p e d two-dimensionalmicrowave c i r c u i t s by t h e f i n i t e difference time-domain method," IEEE Trans. MicrowaveTheoryTech., v o l . 36, 1988 ( i n p r e s s ) . L. Bennett and G. F. Ross, "Time-domain & electromagnetics and i at sp p l i c a t i o n s , " IEEE, v o l . 66, pp. 299-318, March 1978. C421 C. [37] F. Harfoush, A. Taflove, and G. A. Kriegsmann, "A n u m e r i c tael c h n i q uf e oa rn a l y z i negl e c t r o magnetic wave scatteringirommovingsurfaces in one dimensions, and two submitted to Trans.AntennasPropaqat. IEEE Editor's Comments-Continued from page 4 I Feature Articles Solicited managed, i t h a sn or e s e r v ec a p a c i t y .I fe v e no n e of a r a t h e rl a r g e number ofemployees is i l l o r q u i t s ,t h e effect. The r e s u l t is a d i s p r o p o r t i o n a t e l ayr g e c o n t i n g e n c yp l a n se i t h e rd o n ' t work or d o n ' te x i s t . One o f t h e more f r u s t r a t i n g e x p e r i e n c e s o c c u r r e d w i t h tF h e b r u airsys uBe e. c a u s e of t hJ ae n u a r y URSI m e e t i n g ,e v e r y o n ew o r k e dv e r yh a r dt og e tt h e material o f f t o N e w Yorkby t h eu s u a ld e a d l i n e .I t "sat", w i t h at least a week a n do n e - h a l f n o t h i n gb e i n gd o n e ,f o r after i t a r r i v e d .T h i si s s u e w i l l s e r v e as s o m e t h i n g o f a test. If New York c a nb er e s p o n s i v e g, r e a t . If n o t , we may have t o e x a m i n o e t h e ar l t e r n a t i v e s for g e t t i n gt h e Newsletter o u to nt i m e .I ' l lb em a k i n g a f u l l report at t h eJ u n e AdCom m e e t i n g ". S t a yt u n e d " , a n d I welcome a n y s u g g e s t i o n s o r comments. Ercument Arvos Dept. of Electricol ond Computer Engineering Syracuse University Syracuse, NY 13244-1240 (315) 423-2655 Richard Compton Dept. of Electrical Engineering Phillips Hall CornellUniversity Ithoco, NY 14853 (607)255-9231 T h e AP-S Newsletter continuestoactivelysolicitfeature articleswhichdescribeengineeringactivitiestakingplace i ni n d u s t r y g, o v e r n m e n t a, n du n i v e r s i t i e s E . m p h a s i si s p l a c e d o n p r o v i d i n gt h er e a d e rw i t h a general understandingofeither a particulartechnicalarea,or of t h et e c h n i c a lp r o b l e m sb e i n ga d d r e s s e db yv a r i o u s engineeringorganizationsaswellastheircapabilitiesto c o p ew i t ht h e s ep r o b l e m s I. f y o u a r ei n t e r e s t e di n submitting an article, please contact either Ercument Arvas or RichardComptontodiscusstheappropriateness of the topic. On a much b r i g h t enro t ey,o u r Newsletter has turned 30! A c t u a l l yt,h eF e b r u a r yi s s u e was i s s u e 1 tothhfei r t i evt oh l u mbeu, t I u n d e r s t atnhda t p u b l i c a t i o n was notbegun a t t h e start o f a y e a r . I h a v eh a dt h ef e e l i n gt h a ts o m e t h i n gs h o u l da p p e a r in t h e spea g etso celebrate since I s t a r t e tdh i n k i n g last F a l l ,b u t I can't a b o u tt h es i g n i f i c a n c eo ft h i s , come u pw i t h a good i d e a( a n ys u g g e s t i o n s ? ) .P e r h a p s t h a t is as i t s h o u l db e . We'll s i m p l yk e e pd o i n gt h e b e s tj o b we can, a n db ep l e a s e dw i t h the growthand v i t a l i t yo fo u rs o c i e t y .P l e a s en o t et h a t I n e v e ru s e t h es o - c a l l e d" e d i t o r i a l e". The " w e " refers t ot h e A s s o c iEa tdei t oorfsf,i c earus t, h oaorntshd, e r members a n ds u p p o r t e r s of AP-S -- a n do u rr e a d e r s -who p u t a great deal o f time a n de f f o r it n t ot h i s Newsletter. 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