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ABSTRACT
This project is related to the Voice Controlled Wheelchair System by using speech
recognition module. The system is designed to control a wheelchair using the voice of
consumer. The objective of this project is to facilitate the movement of people who are
disabled or handicapped and elderly people who are not able to move well. The result of this
design will allow certain people to live a life with less dependence on others. Speech
recognition technology is a key which may provide a new way of human interaction with
machines or tools. Thus the problem that they are faced can be solved by using speech
recognition technology to move the wheelchair. This can be realized with used the
microphone as an intermediary. In this project, interface is designed therefore to develop the
program for recognizes a voice in turn controls the movement of wheelchairs. This project
uses Atmel AVR microcontroller circuit and Direct Current Motor to create the movement of
wheelchair. The results and analysis of this innovation will describe in this report.
The results of this project show that this project can be used for future research works and to
design excellence innovation that meets market need and public interest.
INTRODUCTION
While the needs of many individuals with disabilities can be satisfied with power
wheelchairs, some members of the disabled community find it is difficult or impossible to
operate a standard power wheelchair. This project could be part of an assistive technology. It
is for more independent, productive and enjoyable living. The background, objectives,
problem statement and scopes of the project will be discussed in this chapter.
Problem Statements
A handicapped person with locomotive disabilities needs a wheelchair to perform functions
that require him or her to move around. He can do so manually by pushing the wheelchair
with his hands. However many individuals have weak upper limbs or find the manual mode
of operating too tiring. Hence it is desirable to provide them with a motorized wheelchair that
can be controlled by moving a joystick or through voice commands. Since the motorized
wheelchair can move at a fair speed, it is important that it be able to avoid obstacles
automatically in real time. All this should be achieved at a cost that is affordable for as many
handicapped people as possible, as well as for organizations that support them. With these
requirements in mind we propose an automated wheelchair with real-time obstacle avoidance
capability.
The power wheelchair control interfaces currently still not enough to provide truly
independent mobility for substantial number of person with disabilities.
Through research and design wise, the power wheelchair to control development along safe
and effective use of the provision independence and self-use mobility.
This project will provide disability weight innovative solutions to handle the wheel chairs to
use voice interface.
This project describes a wheelchair which can be controlled only by using the user's voice.
This project aims to facilitate the movement of the disabled people and elderly people who
cannot move properly then enable them to lead better lives without any problem. Speech
recognition technology is a key technology which can provide a new way of human
interaction with machines or tools for controlling a wheelchair. This project consists of two
parts which is software and hardware. It is realized by using the microphone as an
intermediary which is used as the input of human voice. In this project, Programmable
Integrated Circuit (AVR) is used as a switch to control the movement of wheelchair based on
the human voice as an input with installing two DC motor as the driving force.
There are five options for basic motions of a wheelchair to be applied by the user. The five
conditions of the wheelchair can be described as the following:
i. Moving forward
ii. Moving backward
iii. Turning to the right
iv. Turning to the left
v. Stop condition
This project describes the design and development of the motion control using voice
recognition for a wheelchair application.
Objectives of Projects
i. To develop a voice controlled wheelchair system by using Visual Basic for wheelchair
control.
ii. To implement the voice user as an input to control the movement of wheelchair.
iii. Provide the facilities for disabled people and elderly people who can’t move properly.
Literature Review
Several studies have shown that the independent mobility; which is included power wheel
chair, manual wheelchair and walker access the benefit to both children and adults
Independent mobility increases vocational and educational opportunities, reduces dependence
on caregivers and family members, and promotes feelings of self-reliance. [1]
For young children, independent mobility serves as the foundation for much early learning.
Non ambulatory children lack access to the wealth of stimuli afforded self-ambulating
children. This lack of exploration and control often produces a cycle of deprivation and
reduced motivation that leads to learned helplessness. [1]
For adults, independent mobility is an important aspect of self-esteem and plays a pivotal role
in “aging in place.” For example, if older people find it increasingly difficult to walk or wheel
themselves to the commode, they may do so less often or they may drink less fluid to reduce
the frequency of urination. If they become unable to walk or wheel themselves to the
commode and help is not routinely available in the home when needed, a move to a more
enabling environment (e.g., assisted living) may be necessary. [1]
Mobility limitations are the leading cause of functional limitations among adults, with an
estimated prevalence of 40 per 1,000 persons age 18 to 44 and 188 per 1,000 at age 85 and
older. Mobility difficulties are also strong predictors of activities of daily living (ADL) and
instrumental ADL disabilities because of the need to move to accomplish many of these
activities. [1]
In addition, impaired mobility often results in decreased opportunities to socialize, which
leads to social isolation, anxiety, and depression. While the needs of many individuals with
disabilities can be satisfied with traditional manual or power wheelchairs, a segment of the
disabled community finds it difficult or impossible to use wheelchairs independently. [1]
This population includes, but is not limited to, individuals with low vision, visual field
reduction, spasticity, tremors, or cognitive deficits. These individuals often lack independent
mobility and rely on a caregiver to push them in a manual wheelchair. To accommodate this
population, several researchers have used technologies originally developed for power
wheelchairs have been designed of different ways, such as assuring collision-free travel,
aiding the performance of specific tasks (e.g., passing through doorways), and autonomously
transporting the user between locations. [1]
The idea of using voice activated technology for controlling the motion of the wheelchair is
to prove that it can be a unique concept that would stand apart from the rest of the average
projects. The use of this new technology in conjunction with a mechanical system in order to
simplify everyday life would spark interest in an ever growing modern society. Many people
with disabilities do not have the dexterity necessary to control a joystick on an electrical
wheelchair. This can be a great for the quadriplegics who is permanently unable to move any
of the arms or legs. They can use their wheelchair easier only using voice commands. [1]
Flow chart
Flow chart for implementation of project
Block Diagram
HARDWARE USED
1. Avr Atmega 32 Microcontroller
2. Max 232 IC.
3. Voltage regulator 7805.
4. Diode IN4007
5. Wheel chair chasis
6. Wheels,DC motors
7. Battery
8. Voice control module
9. Relay driver IC ULN 2803
SOFTWARE USED
Code Vision Avr /Avr Studio.
AVR ISP Programmer
Pony Prog./Avr Dude software to download the hex file
Explanation for Block diagram
AN INTRODUCTION TO AVR Atmega 16/32 MICROCONTROLLER:
ATmega16 is an 8-bit high performance microcontroller of Atmel’s Mega AVR family with
low power consumption. Atmega16 is based on enhanced RISC (Reduced Instruction Set
Computing, Know more about RISC and CISC Architecture) architecture with 131 powerful
instructions. Most of the instructions execute in one machine cycle. Atmega16 can work on a
maximum frequency of 16MHz.
ATmega16 has 16 KB programmable flash memory, static RAM of 1 KB and EEPROM of
512 Bytes. The endurance cycle of flash memory and EEPROM is 10,000 and 100,000,
respectively.
ATmega16 is a 40 pin microcontroller. There are 32 I/O (input/output) lines which are
divided into four 8-bit ports designated as PORTA, PORTB, PORTC and PORTD.
ATmega16 has various in-built peripherals like USART, ADC, Analog
Comparator, SPI, JTAG etc. Each I/O pin has an alternative task related to in-built
peripherals.
Wheelchair Battery
The battery used in this work is wet type .Wet batteries use the chemical reaction between
lead and sulphuric acid to create electrical energy. As the batteries need filling with distilled water,
they do have a higher maintenance rate, but are lighter than Gel or AGM (Absorbed Glass Mat)
batteries.
Wheels
Wheelchair has four wheels, two rear wheels and two castor wheels, the two caster wheel
are fixated in wheelchair base in front all wheels have the same diameter .The drive wheels are in
rear on either side of the base, allowing the chair to turn according to voice command, wheels
engages directly to a gear train that transmit torque form motor to wheels by two grooves in each
wheel and nut.
Motors
Motors are arguably one of the most important parts of a mobile robotics platform.
Overpowered motors cause inefficiency and waste the already limited supply of power from the on-
board batteries, while undersized motors could be short on torque at critical times. The optimal
rotation speed and the available speed range of the motor must also be taken into consideration.
Too high of an output rpm from the motor shaft will cause the robot to operate at a fast,
uncontrollable speed. Too low of an output and the robot will not be able to attain a suitable speed
to meet the user’s needs. The torque output of the motor also plays a role in the performance
because if the torque is not sufficient, locomotion may not occur in certain situations. Therefore,
much consideration was put into the selection of the proper motor for the platform.
Motors come in many shapes and sizes. There are electromagnetic direct current (DC)
motors and electromagnetic alternating current (AC) motors and a number of variations of each. AC
motors are typically used for large applications, such as machine tools, washers, dryers, etc., and are
powered by an AC power line. Since the typical power supply for mobile robotic is a DC battery, and
technology for transforming DC to AC is very expensive in both terms of monetary cost and power
cost, AC motors where ruled out as an option for the robot.
DC motors are commonly used for small jobs and suited the purposes of the platform very
well. Figure shows the 12V DC motor use in wheelchair.
DC motor used in wheelchair
Hardware Components Added to Original Wheelchair
The modification that adds to original wheelchair with removing joystick that designs
before (to modifying wheelchair function according to person injury especially for the
injuries who suffer from spasms and paralysis of extremities) makes its physical design very
effective. It is a combination of various physical (hardware) and computational (software)
elements that integrate the subsystems of the wheelchair to work in one unit. In terms of
hardware components the main components that added to wheelchair are interfacing circuit,
microphone (headset microphone) and notebook computer (host computer).
Microphone
A quality microphone is the key when utilizing automatic speech recognition (ASR).
In most cases, a desktop microphone just will not do the job. They tend to pick up more
ambient noise that gives ASR programs a hard time. Hand held microphones are also not the
best choice as they can be cumbersome to pick up all the time. While they do limit the
amount of ambient noise, they are most useful in applications that require changing speakers
often, or when speaking to the recognizer is not done frequently (when wearing a headset is
not an option).
The best choice and by far the most common is the headset style. It allows the
ambient noise to be minimized, while allowing you to have the microphone at the tip of your
tongue all the time [Cook, 2002]. Headsets are available without earphones and with
earphones (mono or stereo) in this work the headphone type (FANCONG FC-340) is
employed.
Relay Driver Interfacing Circuit
A relay can be used to switch higher power devices such as motors and solenoids. If
desired, the relay can be powered by a separate power supply, so, for instance, 12V motors
can be controlled by the parallel port of notebook computer. Free welling diode can be used
to protect the relay contact and prevent damage to the transistor when the relay switches off.
An intermediate stage between control signal (output of parallel port) and motors
consists of a combination of component relays, transistors, diodes, capacitors, resistors and
buffer 74ABT245 as shown in Figures (4) and (5), it uses to protect parallel port against any
expected damage, The 74ABT245 high-performance BiCMOS device combines low static
and dynamic power dissipation with high speed and high output drive shown in Figure (6).
Figure (6), Pin Configuration
of 74ABT245
Figure (4), Relay Interfacing Fixated
on Wheelchair
Future Scope of project
Develop the voice recognition system by using Voice recognition module. Voice recognition
issues a command to control the movement of wheelchair. Microcontroller AVR Atmega32
and DC motor circuit were built for movement of wheelchair. This system works in a quiet
environment so that no disorder during recognize the user voice. Furthermore, the user voice
must clear in short distance on microphone to ensure the accuracy of the pronunciations of
the word-related (voice) was essential in this innovation. The weight of the load for this
system must be below 50 kilogram so that wheelchair only can function properly.
Obstacle avoidance sensors can be interfaced.
Home appliance control circuit can interfaced along with wheel chair control.
CONCLUSIONS
We have successfully designed and implemented a motorized wheelchair controlled by a
joystick or through voice recognition. The total cost was Rs.10000 including the cost of the
wheelchair.
The voice recognition system worked for most of the commands (over 95%). Only when a
word was not properly vocalized, the system did not recognize it. However, the joystick can
always be used as a fool proof backup in this case.
Overall, users reported satisfaction with the system.
Further work is needed to better identify small objects.
The project provides the following learning's:
1. Speech recognition module operation.
2. RF technology.
3. DC motors working and need for motor driver.
4. Interfacing Speech recognition module to Microcontroller
5. Interfacing RF transmitter and Receiver to Microcontroller.
6. Relay working principle.
Result
The voice recognition system will be first tested in a quiet room with a single user. All words
were correctly recognized. Next we will test it with a different user on whom the system was
not trained. About 5% errors occurred in this case, for example words like “right” were
recognized as “write”. This was because the recognizer heard a different pronunciation.
However, after the user had spoken the word a number of times the recognizer had enough
examples and properly determined what pronunciation the user spoke. Next we tested the
system in a noisy room by turning on some music in that room. When the music was light
there was no problem in correctly recognizing the words but when we turned then volume
high the recognizer found it difficult to recognize the user’s voice and often took commands
from what it heard in the song.
The joystick control was fool proof and worked perfectly in all cases with no problems.
REFERENCES
[1] Chin-Tuan Tan and Brian C. J. Moore,
Perception of nonlinear distortion by hearing-impaired people, International
Journal of Ideology 2008, Vol. 47, No. 5 , Pages 246-256.
[2] Oberle, S., and Kaelin, A. "Recognition of acoustical alarm signals for the profoundly
deaf using hidden Markov models," in IEEE
International symposium on Circuits and
Systems (Hong Kong), pp. 2285-2288., 1995
[3] A. Shawki and Z. J., A smart reconfigurable visual system for theblind, Proceedings of the
Tunisian-German Conference on: Smart Systems and Devices, 2001.
[4] C. M. Higgins and V. Pant, Biomimetic VLSI sensor for visual tracking of small moving
targets, IEEE Transactions on Circuits an Systems, vol. 51, pp. 2384–2394, 2004.
[5] F. Daerden and D. Lefeber, The concept and design of pleated pneumatic artificial
muscles. International Journal of Fluid Power, vol. 2, no. 3, 2001, pp. 41–45
[6] http://msdn.microsoft.com/enus/ library/default.aspx
[7] K. R. Castleman, Digital Image Processing, Pearson Education, 1996.
[8] M. A. Maziddi, AVR microcontroller and Embedded Systems, 2008.
[9] http://electronics.howstuffworks.com/gadgets /high-tech-gadgets/speech-recognition.htm
[10] D. Murray and A. Basu, ‘Motion tracking with an active camera’, IEEE Trans. Pattern
Analysis and Machine Intelligence, Vol 16, No. 5, pp. 449-459, 1994.
[11] http://www.voicerecognition.com/
[12] N. Otsu. A threshold selection method from gray-level histogram, IEEE Trans. System,
Man, and Cybernetic. vol. 9, no.1, pp. 62-66,
1979.

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Smart wheel chair based on voice recognition for handicapped

  • 1. ABSTRACT This project is related to the Voice Controlled Wheelchair System by using speech recognition module. The system is designed to control a wheelchair using the voice of consumer. The objective of this project is to facilitate the movement of people who are disabled or handicapped and elderly people who are not able to move well. The result of this design will allow certain people to live a life with less dependence on others. Speech recognition technology is a key which may provide a new way of human interaction with machines or tools. Thus the problem that they are faced can be solved by using speech recognition technology to move the wheelchair. This can be realized with used the microphone as an intermediary. In this project, interface is designed therefore to develop the program for recognizes a voice in turn controls the movement of wheelchairs. This project uses Atmel AVR microcontroller circuit and Direct Current Motor to create the movement of wheelchair. The results and analysis of this innovation will describe in this report. The results of this project show that this project can be used for future research works and to design excellence innovation that meets market need and public interest.
  • 2. INTRODUCTION While the needs of many individuals with disabilities can be satisfied with power wheelchairs, some members of the disabled community find it is difficult or impossible to operate a standard power wheelchair. This project could be part of an assistive technology. It is for more independent, productive and enjoyable living. The background, objectives, problem statement and scopes of the project will be discussed in this chapter. Problem Statements A handicapped person with locomotive disabilities needs a wheelchair to perform functions that require him or her to move around. He can do so manually by pushing the wheelchair with his hands. However many individuals have weak upper limbs or find the manual mode of operating too tiring. Hence it is desirable to provide them with a motorized wheelchair that can be controlled by moving a joystick or through voice commands. Since the motorized wheelchair can move at a fair speed, it is important that it be able to avoid obstacles automatically in real time. All this should be achieved at a cost that is affordable for as many handicapped people as possible, as well as for organizations that support them. With these requirements in mind we propose an automated wheelchair with real-time obstacle avoidance capability. The power wheelchair control interfaces currently still not enough to provide truly independent mobility for substantial number of person with disabilities. Through research and design wise, the power wheelchair to control development along safe and effective use of the provision independence and self-use mobility. This project will provide disability weight innovative solutions to handle the wheel chairs to use voice interface. This project describes a wheelchair which can be controlled only by using the user's voice. This project aims to facilitate the movement of the disabled people and elderly people who cannot move properly then enable them to lead better lives without any problem. Speech recognition technology is a key technology which can provide a new way of human interaction with machines or tools for controlling a wheelchair. This project consists of two parts which is software and hardware. It is realized by using the microphone as an intermediary which is used as the input of human voice. In this project, Programmable
  • 3. Integrated Circuit (AVR) is used as a switch to control the movement of wheelchair based on the human voice as an input with installing two DC motor as the driving force. There are five options for basic motions of a wheelchair to be applied by the user. The five conditions of the wheelchair can be described as the following: i. Moving forward ii. Moving backward iii. Turning to the right iv. Turning to the left v. Stop condition This project describes the design and development of the motion control using voice recognition for a wheelchair application. Objectives of Projects i. To develop a voice controlled wheelchair system by using Visual Basic for wheelchair control. ii. To implement the voice user as an input to control the movement of wheelchair. iii. Provide the facilities for disabled people and elderly people who can’t move properly. Literature Review Several studies have shown that the independent mobility; which is included power wheel chair, manual wheelchair and walker access the benefit to both children and adults Independent mobility increases vocational and educational opportunities, reduces dependence on caregivers and family members, and promotes feelings of self-reliance. [1] For young children, independent mobility serves as the foundation for much early learning. Non ambulatory children lack access to the wealth of stimuli afforded self-ambulating children. This lack of exploration and control often produces a cycle of deprivation and reduced motivation that leads to learned helplessness. [1] For adults, independent mobility is an important aspect of self-esteem and plays a pivotal role in “aging in place.” For example, if older people find it increasingly difficult to walk or wheel themselves to the commode, they may do so less often or they may drink less fluid to reduce the frequency of urination. If they become unable to walk or wheel themselves to the
  • 4. commode and help is not routinely available in the home when needed, a move to a more enabling environment (e.g., assisted living) may be necessary. [1] Mobility limitations are the leading cause of functional limitations among adults, with an estimated prevalence of 40 per 1,000 persons age 18 to 44 and 188 per 1,000 at age 85 and older. Mobility difficulties are also strong predictors of activities of daily living (ADL) and instrumental ADL disabilities because of the need to move to accomplish many of these activities. [1] In addition, impaired mobility often results in decreased opportunities to socialize, which leads to social isolation, anxiety, and depression. While the needs of many individuals with disabilities can be satisfied with traditional manual or power wheelchairs, a segment of the disabled community finds it difficult or impossible to use wheelchairs independently. [1] This population includes, but is not limited to, individuals with low vision, visual field reduction, spasticity, tremors, or cognitive deficits. These individuals often lack independent mobility and rely on a caregiver to push them in a manual wheelchair. To accommodate this population, several researchers have used technologies originally developed for power wheelchairs have been designed of different ways, such as assuring collision-free travel, aiding the performance of specific tasks (e.g., passing through doorways), and autonomously transporting the user between locations. [1] The idea of using voice activated technology for controlling the motion of the wheelchair is to prove that it can be a unique concept that would stand apart from the rest of the average projects. The use of this new technology in conjunction with a mechanical system in order to simplify everyday life would spark interest in an ever growing modern society. Many people with disabilities do not have the dexterity necessary to control a joystick on an electrical wheelchair. This can be a great for the quadriplegics who is permanently unable to move any of the arms or legs. They can use their wheelchair easier only using voice commands. [1]
  • 5. Flow chart Flow chart for implementation of project
  • 6.
  • 7. Block Diagram HARDWARE USED 1. Avr Atmega 32 Microcontroller 2. Max 232 IC. 3. Voltage regulator 7805. 4. Diode IN4007 5. Wheel chair chasis 6. Wheels,DC motors 7. Battery 8. Voice control module 9. Relay driver IC ULN 2803
  • 8. SOFTWARE USED Code Vision Avr /Avr Studio. AVR ISP Programmer Pony Prog./Avr Dude software to download the hex file Explanation for Block diagram AN INTRODUCTION TO AVR Atmega 16/32 MICROCONTROLLER: ATmega16 is an 8-bit high performance microcontroller of Atmel’s Mega AVR family with low power consumption. Atmega16 is based on enhanced RISC (Reduced Instruction Set Computing, Know more about RISC and CISC Architecture) architecture with 131 powerful instructions. Most of the instructions execute in one machine cycle. Atmega16 can work on a maximum frequency of 16MHz. ATmega16 has 16 KB programmable flash memory, static RAM of 1 KB and EEPROM of 512 Bytes. The endurance cycle of flash memory and EEPROM is 10,000 and 100,000, respectively. ATmega16 is a 40 pin microcontroller. There are 32 I/O (input/output) lines which are divided into four 8-bit ports designated as PORTA, PORTB, PORTC and PORTD.
  • 9. ATmega16 has various in-built peripherals like USART, ADC, Analog Comparator, SPI, JTAG etc. Each I/O pin has an alternative task related to in-built peripherals. Wheelchair Battery The battery used in this work is wet type .Wet batteries use the chemical reaction between lead and sulphuric acid to create electrical energy. As the batteries need filling with distilled water, they do have a higher maintenance rate, but are lighter than Gel or AGM (Absorbed Glass Mat) batteries. Wheels
  • 10. Wheelchair has four wheels, two rear wheels and two castor wheels, the two caster wheel are fixated in wheelchair base in front all wheels have the same diameter .The drive wheels are in rear on either side of the base, allowing the chair to turn according to voice command, wheels engages directly to a gear train that transmit torque form motor to wheels by two grooves in each wheel and nut. Motors Motors are arguably one of the most important parts of a mobile robotics platform. Overpowered motors cause inefficiency and waste the already limited supply of power from the on- board batteries, while undersized motors could be short on torque at critical times. The optimal rotation speed and the available speed range of the motor must also be taken into consideration. Too high of an output rpm from the motor shaft will cause the robot to operate at a fast, uncontrollable speed. Too low of an output and the robot will not be able to attain a suitable speed to meet the user’s needs. The torque output of the motor also plays a role in the performance because if the torque is not sufficient, locomotion may not occur in certain situations. Therefore, much consideration was put into the selection of the proper motor for the platform. Motors come in many shapes and sizes. There are electromagnetic direct current (DC) motors and electromagnetic alternating current (AC) motors and a number of variations of each. AC motors are typically used for large applications, such as machine tools, washers, dryers, etc., and are powered by an AC power line. Since the typical power supply for mobile robotic is a DC battery, and technology for transforming DC to AC is very expensive in both terms of monetary cost and power cost, AC motors where ruled out as an option for the robot. DC motors are commonly used for small jobs and suited the purposes of the platform very well. Figure shows the 12V DC motor use in wheelchair. DC motor used in wheelchair
  • 11. Hardware Components Added to Original Wheelchair The modification that adds to original wheelchair with removing joystick that designs before (to modifying wheelchair function according to person injury especially for the injuries who suffer from spasms and paralysis of extremities) makes its physical design very effective. It is a combination of various physical (hardware) and computational (software) elements that integrate the subsystems of the wheelchair to work in one unit. In terms of hardware components the main components that added to wheelchair are interfacing circuit, microphone (headset microphone) and notebook computer (host computer). Microphone A quality microphone is the key when utilizing automatic speech recognition (ASR). In most cases, a desktop microphone just will not do the job. They tend to pick up more ambient noise that gives ASR programs a hard time. Hand held microphones are also not the best choice as they can be cumbersome to pick up all the time. While they do limit the amount of ambient noise, they are most useful in applications that require changing speakers often, or when speaking to the recognizer is not done frequently (when wearing a headset is not an option). The best choice and by far the most common is the headset style. It allows the ambient noise to be minimized, while allowing you to have the microphone at the tip of your tongue all the time [Cook, 2002]. Headsets are available without earphones and with earphones (mono or stereo) in this work the headphone type (FANCONG FC-340) is employed. Relay Driver Interfacing Circuit A relay can be used to switch higher power devices such as motors and solenoids. If desired, the relay can be powered by a separate power supply, so, for instance, 12V motors can be controlled by the parallel port of notebook computer. Free welling diode can be used to protect the relay contact and prevent damage to the transistor when the relay switches off. An intermediate stage between control signal (output of parallel port) and motors consists of a combination of component relays, transistors, diodes, capacitors, resistors and buffer 74ABT245 as shown in Figures (4) and (5), it uses to protect parallel port against any
  • 12. expected damage, The 74ABT245 high-performance BiCMOS device combines low static and dynamic power dissipation with high speed and high output drive shown in Figure (6). Figure (6), Pin Configuration of 74ABT245 Figure (4), Relay Interfacing Fixated on Wheelchair
  • 13. Future Scope of project Develop the voice recognition system by using Voice recognition module. Voice recognition issues a command to control the movement of wheelchair. Microcontroller AVR Atmega32 and DC motor circuit were built for movement of wheelchair. This system works in a quiet environment so that no disorder during recognize the user voice. Furthermore, the user voice must clear in short distance on microphone to ensure the accuracy of the pronunciations of the word-related (voice) was essential in this innovation. The weight of the load for this system must be below 50 kilogram so that wheelchair only can function properly. Obstacle avoidance sensors can be interfaced. Home appliance control circuit can interfaced along with wheel chair control. CONCLUSIONS We have successfully designed and implemented a motorized wheelchair controlled by a joystick or through voice recognition. The total cost was Rs.10000 including the cost of the wheelchair. The voice recognition system worked for most of the commands (over 95%). Only when a word was not properly vocalized, the system did not recognize it. However, the joystick can always be used as a fool proof backup in this case. Overall, users reported satisfaction with the system. Further work is needed to better identify small objects. The project provides the following learning's: 1. Speech recognition module operation. 2. RF technology. 3. DC motors working and need for motor driver. 4. Interfacing Speech recognition module to Microcontroller
  • 14. 5. Interfacing RF transmitter and Receiver to Microcontroller. 6. Relay working principle. Result The voice recognition system will be first tested in a quiet room with a single user. All words were correctly recognized. Next we will test it with a different user on whom the system was not trained. About 5% errors occurred in this case, for example words like “right” were recognized as “write”. This was because the recognizer heard a different pronunciation. However, after the user had spoken the word a number of times the recognizer had enough examples and properly determined what pronunciation the user spoke. Next we tested the system in a noisy room by turning on some music in that room. When the music was light there was no problem in correctly recognizing the words but when we turned then volume high the recognizer found it difficult to recognize the user’s voice and often took commands from what it heard in the song. The joystick control was fool proof and worked perfectly in all cases with no problems. REFERENCES [1] Chin-Tuan Tan and Brian C. J. Moore, Perception of nonlinear distortion by hearing-impaired people, International Journal of Ideology 2008, Vol. 47, No. 5 , Pages 246-256. [2] Oberle, S., and Kaelin, A. "Recognition of acoustical alarm signals for the profoundly deaf using hidden Markov models," in IEEE International symposium on Circuits and Systems (Hong Kong), pp. 2285-2288., 1995 [3] A. Shawki and Z. J., A smart reconfigurable visual system for theblind, Proceedings of the Tunisian-German Conference on: Smart Systems and Devices, 2001. [4] C. M. Higgins and V. Pant, Biomimetic VLSI sensor for visual tracking of small moving targets, IEEE Transactions on Circuits an Systems, vol. 51, pp. 2384–2394, 2004. [5] F. Daerden and D. Lefeber, The concept and design of pleated pneumatic artificial muscles. International Journal of Fluid Power, vol. 2, no. 3, 2001, pp. 41–45 [6] http://msdn.microsoft.com/enus/ library/default.aspx
  • 15. [7] K. R. Castleman, Digital Image Processing, Pearson Education, 1996. [8] M. A. Maziddi, AVR microcontroller and Embedded Systems, 2008. [9] http://electronics.howstuffworks.com/gadgets /high-tech-gadgets/speech-recognition.htm [10] D. Murray and A. Basu, ‘Motion tracking with an active camera’, IEEE Trans. Pattern Analysis and Machine Intelligence, Vol 16, No. 5, pp. 449-459, 1994. [11] http://www.voicerecognition.com/ [12] N. Otsu. A threshold selection method from gray-level histogram, IEEE Trans. System, Man, and Cybernetic. vol. 9, no.1, pp. 62-66, 1979.