Proceeding Paper Smart Blind Walking Stick with Integrated Sensor † Premarajan Akhil *, Ramdas Akshara, Raju Athira, Srinivasan Padmanaban Kamalesh Kumar, Mathialagan Thamotharan and SobanasinghDevapaul Shobha Christila Department of Biomedical Engineering, Hindusthan College of Engineering and Technology, Coimbatore 641032, India * Correspondence: akhilputhanpura009@gmail.com † Presented at the International Conference on Innovative Research in Renewable Energy Technologies, West Bengal, India, 16–17 March 2022. Abstract: Our society has a large population of visually impaired people. If you notice them, you will know they cannot walk without help; they need guidance to reach their destination. They face many struggles in their daily lives. Even though technology is advancing rapidly today, there is no affordable device available for people with visual impairments. Blind people have difficulty performing their daily activities, so a Smart Blind Stick was designed to help them move and perform their tasks more easily. However, when visually impaired people are walking on the road, they find it difficult to see obstacles along the way, which makes it very dangerous. A smart stick is one of the best ways to point around. This stick is equipped with infrared sensors to detect stair cases, and a pair of ultrasonic sensors to detect any other obstacles in front of the user, within a range of four meters. A water sensor is also used in the system, which detects water on the user’s path. All found obstacles are alerted to the user through a buzzer. Keywords: Arduino UNO R3; ultrasonic sensor (HC-SR04); water sensor; IR sensor (A215/450); buzzer Citation: Akhil, P.; Akshara, R.; Athira, R.; Kamalesh Kumar, S.P.; Thamotharan, M.; Shobha Christila, S. Smart Blind Walking Stick with Integrated Sensor. Mater. Proc. 2022, 10, 12. https://doi.org/10.3390/ materproc2022010012 Academic Editors: Sudipta Das, K. Vasu Babu, Samrat Paul and Kunal Chakraborty Published: 6 September 2022 Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affil- 1. Introduction A person’s eyes are an important organ, as they process visual information and transmit it to the brain; also, because people receive and process 83% of information from their environment through their eyes, eyes play a crucial role in the lives of humans. Many people are deprived of this information, however. There are a number of severe disabilities, such as blindness, in which a person must face many challenges despite technological advancements. Blindness refers to a condition in people lacking the ability to perceive light, as well as those who have so little vision that they must use other senses as substitutes for their ability to see. The visually impaired refers to a person with complete or partial blindness. According to an 11 October 2017 file from the World Health Organization (WHO), an estimated 253 million human beings are dwelling with imaginative and prescient impairment, out of which 36 million are definitely visually impaired and 217 million have reasonable to extreme imaginative and prescient impairment. iations. 2. Motivation Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). The proposal to do the job comes from friends and the community. In our society, a large number of blind people struggle to perform their daily activities. These people need the help of others, especially in situations such as crossing roads, seeing obstacles, etc. These events have prompted us to draw up an instrument that will be of great benefit to the blind. 3. Problem Statement In order to furnish a useful, environmentally friendly navigation resource for blind people, more than a few researchers have conducted the extensive variety of lookup Mater. Proc. 2022, 10, 12. https://doi.org/10.3390/materproc2022010012 https://www.mdpi.com/journal/materproc Mater. Proc. 2022, 10, 12 2 of 7 works [1]. Initially, these humans depended solely on others for their simple wants and mobility. Blind humans have used the white cane and skilled puppies for help [2], however these techniques have sure limitations. While white canes are inexpensive, they cannot discover boundaries accurately. The user might also solely be in a position to observe limitations via touch, which leaves them with little time to react to adverse conditions. These options are no longer so efficient, as a skilled canine is expensive, and it may get injured or sick [3]. Thus, these options are no longer efficient. Subsections are introduced and mentioned beneath that describe and analyze the preceding work, primarily based on facets and applied sciences concerned with solely obstacle-detecting digital journey aids (ETAs), or solely impediment detectors alongside function locators and conversation techniques [4]. There are about 37 million blind humans in the world, with more than 15 million blind human beings residing in India. While congestion of barriers can be troublesome for non-visually impaired human beings as well, it is even more challenging for the visually impaired [5,6]. The wants of human beings with visible disabilities are regularly met through exterior assistance. Visually impaired humans may additionally find it hard to navigate via a room or a hallway, barring bumping into objects [7,8]. It can be challenging to avoid obstacles, even with an on-foot stick, due to the fact it can be uncomfortable, inconvenient, and inaccurate. In order to allow blind humans to move freely, a mechanism must be developed to help them with their daily activities. 4. Objective The aim of this mission is to assist blind human beings with walking with ease, and be warned when their walking course is blocked by means of different objects, people, or different comparable obstacles. A buzzer is relayed in the circuit as a warning signal, whose frequency modifications rely on the distance from the object. The nearer the object is, the louder the buzzer beep frequency will be. 5. Proposed System This device consists of a bodily sensor related to a microcontroller. The code has been written with an Arduino sketch, and the microcontroller is interfaced with the ultrasonic sensor. This Arduino board makes use of the ATmega328p (datasheet) microcontroller. In addition to 14 digital outputs and inputs, 6 of which are PMW outputs, it has 6 analog inputs, a 16 MHz quartz crystal, a USB connection, a strength jack, and an ICSP reset button. When contact is made, two wire probes feel the presence of water by means of the precise resistance of water. Blind customers will be in a position to navigate freely to their favored region with the system. Moreover, it is effortless to use and user-friendly. It is realistic, and is mass made to be used by the visually impaired. The machine has the function of detecting the rear limits located during the movement in and out of navigation. A smart stick is usually an embedded device that combines the following: the effort of the sensory nerves to detect the boundaries ahead of time, rather than the blind from top to top within a distance of 400 cm per head. Inaudible sensors and water sensors capture real-time statistics and send them to a small controller. As soon as this information is available, the microcontroller launches the buzzer. The water gadget sees water below, and the battery is powered by circuits. Hence this proposed system is helpful for visually impaired people with the help of varied component to detect obstacles. 6. Hardware Components The project includes a simple electronic system that includes the following components: Walking Stick, Arduino (UNO R3), Ultrasonic Sensor (HC-SR04), IR Sensor (A215/450), Water Sensor (LE 25.00), Switch, Voltage regulator, Power supply, Buzzer. 6. Hardware Components Mater. Proc. 2022, 10, 12 The project includes a simple electronic system that includes the following compo3 of 7 nents: Walking Stick, Arduino (UNO R3), Ultrasonic Sensor (HC—SR04), IR Sensor (A215/450), Water Sensor (LE 25.00), Switch, Voltage regulator, Power supply, Buzzer. 6.1. Components Components Description Description 6.1. 6.1.1. 6.1.1. Arduino Arduino Arduino Arduino (UNO (UNO R3) R3) is is an an open-source open-source hardware hardware and and software software company, company,project projectand and consumer builds single-board microcontrollers andand microconconsumercommunity communitythat thatdesigns designsand and builds single-board microcontrollers microtroller kits to create digital units units and interactive sensors, and controls each body It controller kits to create digital and interactive sensors, and controls eachdigitally. body digcan be set up to configure any device with additional sensors. The key features of this board itally. It can be set up to configure any device with additional sensors. The key features of usually include, DIPinclude, (Dual-inline-package), removable and AT-mega328 microcontroller. this board usually DIP (Dual-inline-package), removable and AT-mega328 miThe layout of this Figure 1, can easily1,downloaded the Arduino crocontroller. Theboard layoutshown of this in board shown inbe Figure can be easily using downloaded using laptop system. This system. board has great support fromsupport the Arduino community, which will the Arduino laptop This board has great from the Arduino community, make it a much easier way to start working on embedded electronics, as well as many which will make it a much easier way to start working on embedded electronics,inas well larger applications. as in many larger applications. Figure1.1. Arduino ArduinoUNO UNOR3 R3Pin PinDiagram. Diagram. Figure 6.1.2. 6.1.2. ULTRASONIC ULTRASONICSENSOR SENSOR(HC-SR04) (HC-SR04) The ultrasonic sensor is mainly used for proximity sensorsensor purposes, and in and our project The ultrasonic sensor is mainly used for proximity purposes, in our this sensor is mainly used as an object detection system. As this application mainly covers project this sensor is mainly used as an object detection system. As this application blind people, kind of sensor integrated system is mainly helpful for those kind for of mainly coversthis blind people, this kind of sensor integrated system is mainly helpful people. The sensor which we used in this project covers a distance of about 2 cm to 400 cm, those kind of people. The sensor which we used in this project covers a distance of about but thetomain to be kept in hand be free 2 cm 400 criteria cm, butthat the has main criteria that hasistothe beenvironment, kept in handwhich is theshould environment, from water vapour because water vapour will spoil the range of the sensor. The distance which should be free from water vapour because water vapour will spoil the range of the between the distance sensor and the object will beand sensed and the information will the be given to the sensor. The between the sensor the object will be sensed and information microcontroller so that the alarm will be turned on and it will be elucidated to the subject. will be given to the microcontroller so that the alarm will be turned on and it will be eluThis ultrasonic sensor module is a four-pin module whose pins aremodule Vcc, Trigger, Echo cidated to the subject. This ultrasonic sensor module is a four-pin whose pinsand are Ground, respectively. Vcc, Trigger, Echo and Ground, respectively. 6.1.3. IR SENSOR (A215/450) 6.1.3. IR SENSOR (A215/450) The IR sensor module consists mainly of an IR Transmitter and Receiver, OPamp, The IR sensor module consists mainly of an IR Transmitter and Receiver, OPamp, Variable Resistor (Trimmer pot), and LED outlet. IR LED Transmitter: IR LED emits Variable (Trimmer pot), andIR LED outlet. IRvisible LED Transmitter: emits light, light, in aResistor wide infrared frequency. light is not to humans IR as LED its wavelength in a wide infrared frequency. IR light is not visible to humans as its wavelength (700 nm– (700 nm–1 mm) is much higher than the visible light intensity. IR LEDs have an optical 1 mm) is much higher than the visible light intensity. IR LEDs have an optical illumiilluminating angle of approximately 20–60 degrees, and range of approximately a few natingto angle of approximately degrees, range of approximately a few inches to inches several feet, depending20–60 on the type ofand IR transmitter and the manufacturer. Some transmitters operate with a range of several miles. An IR LED is white or transparent in color, so it can provide high light intensity. Photodiode Receiver: the photodiode acts as an IR receiver as it operates when light falls on it. A photodiode is a semiconductor with a P-N junction, which operates in Reverse Bias, which means it initiates current in reverse direction when light drops in it, and the current flow value is equal to the amount Mater. Proc. 2022, 10, 12 several feet, depending on the type of IR transmitter and the manufacturer. Some transmitters operate with a range of several miles. An IR LED is white or transparent in color, so it can provide high light intensity. Photodiode Receiver: the photodiode acts as an IR receiver as it operates when light falls on it. A photodiode is a semiconductor with a P-N 4 of 7 junction, which operates in Reverse Bias, which means it initiates current in reverse direction when light drops in it, and the current flow value is equal to the amount of Light. This featureThis makes it useful IR detection. A photodiode looks like looks an LED, a of Light. feature makesfor it useful for IR detection. A photodiode like with an LED, black color on its outer surface; the black color absorbs a very high amount of light shown with a black color on its outer surface; the black color absorbs a very high amount of light inshown Figurein 2. Figure 2. Figure Sensor (A215/450) Diagram. Figure 2. 2. IRIR Sensor (A215/450) PinPin Diagram. 6.1.4. LM358 Op-Amp 6.1.4. LM358 Op-Amp The LM358 is an Operational Amplifier (Op-Amp) used as a voltage comparator The LM358 is an Operational Amplifier (Op-Amp) used as a voltage comparator for for IR sensors. The comparator will compare the threshold voltage set using pre-set IR(pin2) sensors. comparator will compare threshold voltage set series using resistor pre-set (pin2) andThe photodiode’s resistor voltage the (pin3). The photodiode’s voltage and photodiode’s resistor voltage (pin3). The photodiode’s series resistor voltage > drop > Threshold voltage = Opamp output is high, and photodiode’s series resistordrop voltage Threshold voltage = Opamp output is high, and photodiode’s series resistor voltage drop drop < Threshold voltage = Opamp output is low. When the Opamp output is high, the < Threshold Opamp output turns is low.ON When the Opamp outputofisobject). high, the LED at LED at thevoltage Opamp=output terminal (Indicating Detection the Opamp output terminal turns ON (Indicating Detection of object). 6.1.5. WATER SENSOR (LE 25.00) 6.1.5. WATER SENSOR 25.00) The water sensor (LE brick is designed for water detection, which can be widely used to Therainfall, water sensor designed for water detection, which can bemade widely to detect waterbrick level,isand even leak liquate. The brick is mainly upused of three detect water level, and even leak liquate. Theand brick is mainly of three parts:rainfall, an electronic brick connector, 1 MΩ resistor, several rows made of bareupwires. This parts: anworks electronic brick aconnector, 1 MΩ resistor, and several of bareand wires. This sensor by having series of exposed trackers connected torows the ground, connected sensor works by having atracking series ofsensors. exposedSensor trackers connected to thepull-up ground,resistance and con-of between ground-based traces have a weak nected ground-based tracking Sensor have weak re1 MΩ.between The resistor will pull the value ofsensors. the sensor tracetraces up until theadrop of pull-up water sensor traces to bottom Believe it or the not,value this circuit work withup your Arduino digital sistance ofthe 1 MΩ. Thetrack. resistor will pull of thewill sensor trace until the drop of I/O sensor pins, ortraces you to canthe use it with analog pinsittoordetect thecircuit amount ofwork water-generated water bottom track. Believe not, this will with your connections between theor ground track the sensors. This to item can judge the water level Arduino digital I/O pins, you can useand it with analog pins detect the amount of wathrough a series of interlocking to measure a drop of water/size. This ter-generated connections betweenstrings the ground track and the sensors. This item cansensitive judge water sensor easily convert water amount to an analog signal,a and analog the water levelcan through a series the of interlocking strings to measure dropthe ofoutput water/size. value can be applied directly to the system function, and then to accomplish the function This sensitive water sensor can easily convert the water amount to an analog signal, andof a water alarm. Thiscan item low power consumption, andfunction, high sensitivity, which are the outputlevel analog value behas applied directly to the system and then to acmajor features of thisofmodule. Sensitivity Sensor canconsumption, be compatibleand with complish the function a water The levelHigh alarm. This itemWater has low power Arduino UNO, which Arduino Arduino etc. high sensitivity, aremega2560, major features of ADK, this module. The High Sensitivity Water Sensor can be compatible with Arduino UNO, Arduino mega2560, Arduino ADK, etc. 6.1.6. VOLTAGE REGULATOR (LM 7808) The LM7808 series of three terminal positive controls are available in the TO-220 package, with several constant output voltages, making them useful for many different applications. Each type uses an internal current limit, thermal shut-off and protection of a safe working environment, which prevents it from failing. If a sufficient immersion temperature is provided, it can produce an output of more than 1A current. Although it was designed primarily as a fixed power controller, these devices can be used with external components to obtain adjustable voltages and currents shown in Figure 3. One of the main advantages of these voltage regulators is that no matter if the input voltage fluctuates, they will provide a fixed voltage at the output, but the input voltage should not be less than the Mater. Proc. 2022, 10, 12 safe working environment, which prevents it from failing. If a sufficient immersion safe working environment, which prevents it from failing. If a sufficient immersion temperature is provided, it can produce an output of more than 1A current. Although it temperature is provided, it can produce an output of more than 1A current. Although it was designed primarily as a fixed power controller, these devices can be used with exwas designed primarily as a fixed power controller, these devices can be used with external components to obtain adjustable voltages and currents shown in Figure 3. One of ternal components to obtain adjustable voltages and currents shown in Figure 3. One of the main advantages of these voltage regulators is that no matter if the input voltage the main advantages of these voltage regulators is that no matter if the input voltage 5 of 7 fluctuates, they will provide a fixed voltage at the output, but the input voltage should fluctuates, they will provide a fixed voltage at the output, but the input voltage should not be less than the minimum required voltage of the ICs. The input voltage in any connot be less than the minimum required voltage of the ICs. The input voltage in any condition must be 2 V to 3 V higher than the output voltage. To get a stable 8V output from dition must be 2 V to 3voltage V higher than theThe output voltage. To get stable 8V output minimum ICs. input voltage anya condition befrom V 3V to LM7808 asrequired discussed above,ofitthe is suggested that the inputinvoltage must bemust at least 22 to LM7808 as discussed above, itvoltage. is suggested thatstable the input voltagefrom must be at least 2 to 3V 3higher V higher than output 8 V output discussed than thethe output voltage. TheTo ICget is a DC device, so the inputLM7808 voltageas must be DC. higher than output voltage. The IC is a DC device, the2input voltage mustthe be DC. above, it isthe suggested thatAthe input voltage atso least to 3 Vbe higher than Additionally, to get 1.5 at the output themust inputbecurrent should at least 2 A. output Additionally, to get 1.5 A at the output the input current should be at least 2 A. voltage. The IC is a DC device, so the input voltage must be DC. Additionally, to get 1.5 A at the output the input current should be at least 2 A. Figure3.3.Voltage VoltageRegulator RegulatorPin PinDiagram. Diagram. Figure Figure 3. Voltage Regulator Pin Diagram. 6.1.7. 6.1.7.PHOTO PHOTODIODE DIODERECEIVER RECEIVER 6.1.7. PHOTO DIODE RECEIVER The photo diode acts The photo diode actsas asan anIR IRreceiver receiveras asititoperates operateswhen whenlight lightfalls fallson onit. it.The Thephoto photo The photo diode acts as an IR receiver as it operates when light falls on it. The photo diode diodeisisaasemiconductor semiconductorwith withaaP-N P-Njunction, junction,which whichoperates operatesin inthe thereverse reversebias, bias,which which diode is a semiconductor with a P-N junction, which operates inwhen the reverse bias, which means meansititbegins beginsto toconduct conductthe thecurrent currentin inaabackward backwarddirection direction whenthe the light light drops drops on on it, it, means it begins to conduct the current in a backward direction when the light drops on it,for and andthe thecurrent currentflow flowvalue valueisisequal equalto tothe theamount amountof oflight. light.This Thisfeature featuremakes makesitituseful useful for and the currentThe flow value is equal to like the amount of light. This makeswhich it usefulshown for IR looks an LED, with black onfeature theon outside IRdetection. detection. Thephotodiode photodiode looks like an LED, with black the outside iswhich is IRindetection. The photodiode looks like an LED, with black on the outside which is Figurein4.Figure The black color absorbs the maximum amount of light. shown 4. The black color absorbs the maximum amount of light. shown in Figure 4. The black color absorbs the maximum amount of light. Figure4.4.Photodiode PhotodiodeReceiver. Receiver. Figure Figure 4. Photodiode Receiver. 6.1.8. 6.1.8.BUZZER BUZZER 6.1.8. BUZZER The smallbut buteffective effectivecomponent component adding audio features to proour The buzzer buzzer is aa small forfor adding audio features to our The buzzer is a small but effective for adding features it to our be proproject/system. is very andcomponent compact pins, audio which easject/system. It is It very smallsmall and compact with 2with pins,2 which is whyisitwhy can be can easily used ject/system. is very smallPerf andBoard compact pins,making which isthis why it can be easily used ily used onItbread board, and with even 2PCBs, a widely used component in many electrical systems. There are two types of buzzers commonly found. The one shown here is a simple buzzer, that if enabled will make a continuous beep sound; another type called a ready-made buzzer that will look bigger and will produce a “Beep. Beep. Beep.” sound due, to the internal oscillating circuit located inside it. But the one shown here is the most widely used because it can be customized with the help of other regions to easily fit into our app. This buzzer can be operated by simply powering it using a DC power supply ranging from 4 V to 9 V. A simple 9 V battery can also be used, but it is recommended that you use a +5 V or +6 V DC controlled supply. The buzzer is usually associated with a switch on the “ON” or “OFF” of the bus when needed and requires an interval shown in Figure 5. Mater. Proc. 2022, 10, 12 Beep. Beep.” sound due, to the internal oscillating circuit located inside it. But the one shown here is the most widely used because it can be customized with the help of other regions to easily fit into our app. This buzzer can be operated by simply powering it using a DC power supply ranging from 4 V to 9 V. A simple 9 V battery can also be used, but it is recommended that you use a +5 V or +6 V DC controlled supply. The buzzer is 6 of 7 usually associated with a switch on the “ON” or “OFF” of the bus when needed and requires an interval shown in Figure 5. Figure5.5.The TheEntire EntireCircuit CircuitDiagram DiagramOf OfThis ThisProject. Project. Figure 7.7. Discussion Discussion For Forfurther furtherenhancement, enhancement,our ourproject projectwill willbe beintegrated integratedwith withmore morepowerful powerfulsensors sensors which will provide precise information about the detection of obstacles in a wide range. A which will provide precise information about the detection of obstacles in a wide range. suitable mobile application will also be developed along with the product design, which A suitable mobile application will also be developed along with the product design, can help to help identify the location of user,ofand guide user the right byway giving voice which can to identify the location user, andthe guide the user theway right by giving guidance through headphones connected with the product. Our product will make of voice guidance through headphones connected with the product. Our product willuse make GPS to find the shortest and best path to the destination with the help of Google mapping use of GPS to find the shortest and best path to the destination with the help of Google systems. will attach GSMattach in ourGSM product, which can help in can future forinany immediate mappingWe systems. We will in our product, which help future for any casualty help. We will make our product more compact by using VLSI technology to design immediate casualty help. We will make our product more compact by using VLSI techPCB unit. nology to design PCB unit. 8. Conclusions 8. Conclusions It is worth mentioning at this point that the purpose of this study, which is to design It isaworth at this point purpose of this study, is to design and use clevermentioning and smart walking stickthat forthe visually impaired people,which is fully realized. and use a clever and smart walking stick for visually impaired people, is fully realized. The Smart Stick serves as a basic platform for the next generation of assistive devices to The the Smart Stick serves as atobasic platform the next generation of assistive devices to help visually impaired navigate safelyfor inside and out. It is practical and affordable. help the visually impaired to navigate safely inside and out. It is practical and affordable. It leads to good results in finding obstacles in the user’s path over a distance of 3 m. It leads to good results in finding obstacles in the user’s path over a distanceand of 3a m. This This system provides a low cost, reliable, portable, low power consumption robust system provides low short cost, clear reliable, portable, powerthe consumption and a nerves robust navigation solutiona with response time.low Although system has strong navigation solution with short clear response time. Although the system has strong and other components, it has a light weight. Other features of this system can be enhanced nerves and other components, it has a light weight. Other features of this system can be by connecting wireless components between the components, thus increasing the range of enhanced by connecting wireless components between the components, thus increasing the ultrasonic sensor and the use of the speed detection technology. While developing such theenabling range ofsolution, the ultrasonic and and the use ofpeople the speed technology. an visuallysensor impaired blind in alldetection developing countries While were developing suchpriorities. an enabling visually impaired peopleobstacles in all develat the top of our The solution, device built into this functionand canblind only detect and oping countries were atbethe top of using our priorities. The built of into this function can moisture. Holes cannot detected this device or device other types obstacle. Therefore, detect obstacles and moisture. Holes sensors; cannot be detected using or other aonly better device can be built using ultrasonic Arduino Uno and this otherdevice tools that use types commands of obstacle. Therefore, better can using ultrasonic sensors; audio to alert theauser ofdevice what is in be hisbuilt or her way. The vibrator canArduino also be added to make it easier to use. In the future, some changes to improve system performance will be added. These include: Global Positioning System for GPS User Location, and GSM modules to communicate the location with a relative or caregiver. It should also include a wide variety of handles for flexible management. Author Contributions: Conceptualization and methodology, P.A.; software and validation, R.A. (Ramdas Akshara); formal analysis and resources, R.A. (Raju Athira); writing—original draft preparation, S.S.C.; writing—review and editing and data curation, M.T.; supervision and resources, S.P.K.K. All authors have read and agreed to the published version of the manuscript. Funding: This research received no external funding. Institutional Review Board Statement: Not applicable. Mater. Proc. 2022, 10, 12 7 of 7 Informed Consent Statement: Not applicable. Data Availability Statement: The data used to support the findings of this study are included within the article. Conflicts of Interest: The authors declare no conflict of interest. References 1. 2. 3. 4. 5. 6. 7. 8. Nowak, M.S.; Smigielski, J. The Prevalence and Causes of Visual Impairment and Blindness among Older Adults in the City of Lodz, Poland. Medicine 2015, 94, e505. [CrossRef] [PubMed] Gayathri, G.; Vishnupriya, M.; Nandhini, R.; Banupriya, M. Smart Walking Stick for Visually Impaired. Int. J. Eng. Comput. Sci. 2014, 3, 4057–4061. Radhika, R.; Pai, P.G.; Rakshitha, S.; Srinath, R. Implementation of Smart Stick for Obstacle Detection and Navigation. Int. J. Latest Res. Eng. Technol. 2016, 2, 45–50. Mahmud, M.H.; Saha, R.; Islam, S. Smart Walking Stick—An Electronic Approach to Assist Visually Disabled Persons. Int. J. Sci. Eng. Res. 2013, 4, 111–114. Jose, A.; George, G.; Nair, M.R.; Shilpa, M.J.; Mathai, M.B. Voice Enabled Smart Walking Stick for Visually Impaired. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 2016, 5, 80–85. Sheth, R.; Rajandekar, S.; Laddha, S.; Chaudhari, R. Smart White Cane—An Elegant and Economic Walking Aid. Am. J. Eng. Res. 2014, 3, 84–89. Kher, C.S.; Dabhade, Y.A.; Kadam, S.K.; Dhamdhere, S.D.; Deshpande, A.V. An Intelligent Walking Stick for the Blind. Int. J. Eng. Res. Gen. Sci. 2015, 3, 1057–1062. Mahalakshmi, A.; Mohanavalli, M.; Raja Sankari, V.M.; Shobha Christila, S. PC based Audiometer generating audiogram to access acoustic threshold. Int. J. Pure Appl. Math. 2018, 119, 13939–13944.
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