SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1931
Mind Controlled Wheelchair for the Disabled.
Dharanish N H1, Pradyumna Mahesh2, Akshatha A V3, Shreelakshmi V4, Prof. Guruprasad L5
1,2,3,4 U.G. Student, Dept. of Electronics and Communication Engineering, Maharaja Institute of technology-Mysore,
Karnataka, India
5 Assistant Professor, Dept. of Electronics and Communication Engineering, Maharaja Institute of technology-
Mysore, Karnataka, India
-------------------------------------------------------------------------***------------------------------------------------------------------------
Abstract - Designing a wheelchair for the patients with
severe loco motor disorder such as poliomyelitis, motor
neuron disease is a challenge because it should provide easy
mobility without the involvement of limbs. Such patients are
in a condition of being not able to move any limb below
their neck. An attempt has been made to propose a brain
controlled wheelchair, which extracts the brain signals and
processes it to control the wheelchair.
The method of extracting brain signals is known as
Electroencephalography (EEG). Electrodes are placed on the
user’s head which extracts the brain signals and converts it
into movement commands by the Arduino microcontroller
which in turn moves the wheelchair.
Key Words: Electroencephalography, Neurosky headset,
brain waves,
1. INTRODUCTION
According to the statistical data, the percentage of
physically disabled persons among all the disabled person
is 33%, which is the second majority of the disabled
person. Since the physically disabled person is one of the
major contributions to total number of disabled people,
this indicates that the amount of disabled persons who
lost their mobility are substantial. Wheelchair is the most
common device that is used to provide mobility for the
physically disabled and sometimes elderly people. Most of
the wheelchairs today especially the affordable manual
wheelchairs require human power to maneuver. Even for
the electrical wheelchair, it still requires user’s finger to
move the joystick or press the button. Health conditions
like Poliomyelitis, Motor neuron disease are incapable of
moving any motor organs.
With the intension to resolve this issue, another
constructive way is by using the brain to directly control
the movement of the wheelchair. This method will allow
most of the people to navigate the wheelchair by
themselves. Therefore, this will bring an extremely high
impact, especially for the disabled individuals who are not
able to communicate physically .The activities of the brain
are required to be analyzed for implementing the Brain-
computer interface (BCI) for the wheelchair.
EEG is the most suitable method to be utilized for
retrieving the signal of brain activity in order to
implement the Brain-computer interface system. This is
because the EEG device is portable and non invasive. EEG
is a method that captures electrical waveform from the
brain. These signals are captured and will be transmitted
to the computer for further processing. The patterns of the
electrical waves that produced by the brain is distinctive
due to different kind of thoughts. There are two methods
of obtaining brain waves, Invasive method and Non-
invasive method. Invasive method means implanting the
electrodes into the brain through surgical method and
capturing the signals. It is very expensive and sometimes
dangerous too. Non-invasive method involves capturing
brain signals from outside the brain that is by placing
electrodes on the scalp or on the forehead. This method is
considered to be very safe and is also less expensive.
During the EEG signal processing the raw EEG signals are
processed in a manner to differentiate the mental
commands that are thinking by the user. After obtaining
the mental command, it is used to produce the electrical
control signals for controlling the movement of the
wheelchair.
2. METHODOLOGY
The system mainly includes Mindwave Headset
(signal acquisition), mobile app (Brain controlled
wheelchair), Bluetooth module (HC-06), Arduino Uno
microcontroller, motor driver and the Wheelchair. The
headset is used to capture the brain signal.
Fig -1: Block Diagram
NEUROSKY
MINDWAVE
HEADSET
MOBILE
APP
MOTOR
DRIVER
HC-06
ARDUINO
UNO
WHEELCHAIR
HC-06
WHEELCHAIR
UNO
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1932
The signal is sent to the mobile app which recognizes the
commands sent by the user. The app sends this command
to the arduino microcontroller via the Bluetooth module.
The arduino sends command signals to the motors in the
wheelchair according to the output of the headset. Now
the disabled person on the wheelchair can move
accordingly.
2.1 ANDROID APP
Android application GUI is shown below FIG.2. The
application has two buttons: one to connect the app to the
HC-06 Bluetooth module and the other to connect the app
to the Mindwave Mobile. On startup, the connect button
for the Mindwave Mobile is disabled - it will only be
enabled once connection with the HC-06 Bluetooth
module is established. The app displays six text values
relevant to the operation of the wheelchair. Signal quality
indicates whether the connection to the Mindwave Mobile
is not detected, poor, medium, or good; attention level
displays the users current attention level; state displays
whether the wheelchair is currently in standby, command,
focus or running mode; direction will only be activated
when the current state is command and will cycle between
the forward, backward, left, and right directions; normal
blink strength will display blink strength values below the
threshold value of 90; last, forced blink will display blink
strength above the 90 threshold value.
Fig-2: Android App
2.2 FLOWCHART
Chart 1: Android App
Chart 2: Arduino Control
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1933
3. CONCLUSIONS
As result, an electrical wheelchair which is able to function
as a common electrical wheelchair is developed. Android
based Application for this project is developed as shown in
Fig.2. This program is able to read and process the EEG
data from the NeuroSky mindwave headset into mental
command. After processing, this program sends out the
command signal to the connected HC-06 on the
microcontroller board of the wheelchair. In the end, the
electrical wheelchair is able to move according to the
user's desire.
Fig -3: Wheelchair Implementation
By using this application, the electrical wheelchair can be
directly controlled by human brain. The results show that
the processed EEG data does not provide 100% accuracy
according to the human mental command. However, it can
achieve up to 75% of accuracy. The testing results for
mental commands are,
Table -1: Result
Directions No. of
attempts
No of
attempts
successful
No of
attempts
failed
Forward 10 8 2
Reverse 10 7 3
left 10 7 3
Right 10 8 2
REFERENCES
PAPERS REFERED
[1] Imran Ali Mirza, Amiya Tripathy, Sejal Chopra,
Michelle D’Sa, Karthik Rajgopalan, Alson D’Souza,
Nikhil Sharma, “Mind controlled wheelchair using
an ECG headset and Arduino Microcontroller”,
2015.
[2] Utkarsh Sinha, Priyanka Saxena, Kanthi.M, “Mind
Controlled Wheelchair”, 2017.
[3] Sim Kok Swee, Kho Desmond Teck Kiang, Lim
Zheng You, “EEG Controlled Wheelchair”, 2016.
[4] Nikhil R. Folane, R.M. Autee, “EEG based Brain
Controlled Wheelchair for Physically Challenged
People”, 2016.
[5] Mehul Patel, Rishikesh Bhavsar, “Design and
Implementation of Brain Controlled Wheelchair”,
2017.
BOOKS
1. Make a mind controlled robot using arduino –
Tero Karvinen and Kimmo Karvinen.
WEBSITES
1. http://ieeexplore.ieee.org/document/7095887/
2. https://www.irjet.net/archives/V2/i4/Irjet-
v2i4107.pdf
3. https://infoscience.epfl.ch/record/181698/files/
CarlsonMiRAM13.pdf
4. http://www.ijirst.org/articles/IJIRSTV2I10105.p
df
5. https://www.ijircce.com/upload/2016/january/
25_EEG.pdf
6. www.alldatasheet4u.com
7. NeuroSky, NeuroSky Website,
http://developer.neurosky.com/
8. Arduino, Ardunio Website, http://arduino.cc/

More Related Content

What's hot

IRJET- Smart Assistive Device for Visually Impaired
IRJET- Smart Assistive Device for Visually ImpairedIRJET- Smart Assistive Device for Visually Impaired
IRJET- Smart Assistive Device for Visually Impaired
IRJET Journal
 
Brain controlled-car-for-disabled
Brain controlled-car-for-disabledBrain controlled-car-for-disabled
Brain controlled-car-for-disabledshahnaazmd
 
F032030047055
F032030047055F032030047055
F032030047055
theijes
 
IRJET- Smart Wheelchair with Object Detection using Deep Learning
IRJET- Smart Wheelchair with Object Detection using Deep LearningIRJET- Smart Wheelchair with Object Detection using Deep Learning
IRJET- Smart Wheelchair with Object Detection using Deep Learning
IRJET Journal
 
IRJET - Smart Yoga Instructor
IRJET - Smart Yoga InstructorIRJET - Smart Yoga Instructor
IRJET - Smart Yoga Instructor
IRJET Journal
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
IRJET Journal
 
Presentation on brain driven car
Presentation on brain driven carPresentation on brain driven car
Presentation on brain driven car
sanjay kushwaha
 
W04507129134
W04507129134W04507129134
W04507129134
IJERA Editor
 
IRJET- Smartphone Based Wheelchair
IRJET- Smartphone Based WheelchairIRJET- Smartphone Based Wheelchair
IRJET- Smartphone Based Wheelchair
IRJET Journal
 
Smart blind stick book
Smart blind stick bookSmart blind stick book
Smart blind stick bookAhmed Moawad
 
IRJET- Android based Automated Smart Wheel Chair
IRJET- Android based Automated Smart Wheel ChairIRJET- Android based Automated Smart Wheel Chair
IRJET- Android based Automated Smart Wheel Chair
IRJET Journal
 
IRJET- Smart Blind Stick for Visually Impaired People
IRJET-  	  Smart Blind Stick for Visually Impaired PeopleIRJET-  	  Smart Blind Stick for Visually Impaired People
IRJET- Smart Blind Stick for Visually Impaired People
IRJET Journal
 
IRJET- Survey on EEG Based Brainwave Controlled Home Automation
IRJET-  	  Survey on EEG Based Brainwave Controlled Home AutomationIRJET-  	  Survey on EEG Based Brainwave Controlled Home Automation
IRJET- Survey on EEG Based Brainwave Controlled Home Automation
IRJET Journal
 
IRJET- Survey on Home Automation System using Brain Computer Interface Pa...
IRJET-  	  Survey on Home Automation System using Brain Computer Interface Pa...IRJET-  	  Survey on Home Automation System using Brain Computer Interface Pa...
IRJET- Survey on Home Automation System using Brain Computer Interface Pa...
IRJET Journal
 
A novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogramA novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogram
eSAT Publishing House
 
Voiceandaccelerometercontrolledwheelchair
VoiceandaccelerometercontrolledwheelchairVoiceandaccelerometercontrolledwheelchair
Voiceandaccelerometercontrolledwheelchair
eSAT Publishing House
 
Smart Cane for Blind Person Assisted with Android Application and Save Our So...
Smart Cane for Blind Person Assisted with Android Application and Save Our So...Smart Cane for Blind Person Assisted with Android Application and Save Our So...
Smart Cane for Blind Person Assisted with Android Application and Save Our So...
Dr. Amarjeet Singh
 
Design and Implementation of Brain Computer Interface for Wheelchair control
Design and Implementation of Brain Computer Interface for Wheelchair controlDesign and Implementation of Brain Computer Interface for Wheelchair control
Design and Implementation of Brain Computer Interface for Wheelchair control
IRJET Journal
 
IRJET- Human Hand Movement Training with Exoskeleton ARM
IRJET- Human Hand Movement Training with Exoskeleton ARMIRJET- Human Hand Movement Training with Exoskeleton ARM
IRJET- Human Hand Movement Training with Exoskeleton ARM
IRJET Journal
 
02 smart wheelchair11 (edit a)
02 smart wheelchair11 (edit a)02 smart wheelchair11 (edit a)
02 smart wheelchair11 (edit a)
IAESIJEECS
 

What's hot (20)

IRJET- Smart Assistive Device for Visually Impaired
IRJET- Smart Assistive Device for Visually ImpairedIRJET- Smart Assistive Device for Visually Impaired
IRJET- Smart Assistive Device for Visually Impaired
 
Brain controlled-car-for-disabled
Brain controlled-car-for-disabledBrain controlled-car-for-disabled
Brain controlled-car-for-disabled
 
F032030047055
F032030047055F032030047055
F032030047055
 
IRJET- Smart Wheelchair with Object Detection using Deep Learning
IRJET- Smart Wheelchair with Object Detection using Deep LearningIRJET- Smart Wheelchair with Object Detection using Deep Learning
IRJET- Smart Wheelchair with Object Detection using Deep Learning
 
IRJET - Smart Yoga Instructor
IRJET - Smart Yoga InstructorIRJET - Smart Yoga Instructor
IRJET - Smart Yoga Instructor
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
 
Presentation on brain driven car
Presentation on brain driven carPresentation on brain driven car
Presentation on brain driven car
 
W04507129134
W04507129134W04507129134
W04507129134
 
IRJET- Smartphone Based Wheelchair
IRJET- Smartphone Based WheelchairIRJET- Smartphone Based Wheelchair
IRJET- Smartphone Based Wheelchair
 
Smart blind stick book
Smart blind stick bookSmart blind stick book
Smart blind stick book
 
IRJET- Android based Automated Smart Wheel Chair
IRJET- Android based Automated Smart Wheel ChairIRJET- Android based Automated Smart Wheel Chair
IRJET- Android based Automated Smart Wheel Chair
 
IRJET- Smart Blind Stick for Visually Impaired People
IRJET-  	  Smart Blind Stick for Visually Impaired PeopleIRJET-  	  Smart Blind Stick for Visually Impaired People
IRJET- Smart Blind Stick for Visually Impaired People
 
IRJET- Survey on EEG Based Brainwave Controlled Home Automation
IRJET-  	  Survey on EEG Based Brainwave Controlled Home AutomationIRJET-  	  Survey on EEG Based Brainwave Controlled Home Automation
IRJET- Survey on EEG Based Brainwave Controlled Home Automation
 
IRJET- Survey on Home Automation System using Brain Computer Interface Pa...
IRJET-  	  Survey on Home Automation System using Brain Computer Interface Pa...IRJET-  	  Survey on Home Automation System using Brain Computer Interface Pa...
IRJET- Survey on Home Automation System using Brain Computer Interface Pa...
 
A novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogramA novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogram
 
Voiceandaccelerometercontrolledwheelchair
VoiceandaccelerometercontrolledwheelchairVoiceandaccelerometercontrolledwheelchair
Voiceandaccelerometercontrolledwheelchair
 
Smart Cane for Blind Person Assisted with Android Application and Save Our So...
Smart Cane for Blind Person Assisted with Android Application and Save Our So...Smart Cane for Blind Person Assisted with Android Application and Save Our So...
Smart Cane for Blind Person Assisted with Android Application and Save Our So...
 
Design and Implementation of Brain Computer Interface for Wheelchair control
Design and Implementation of Brain Computer Interface for Wheelchair controlDesign and Implementation of Brain Computer Interface for Wheelchair control
Design and Implementation of Brain Computer Interface for Wheelchair control
 
IRJET- Human Hand Movement Training with Exoskeleton ARM
IRJET- Human Hand Movement Training with Exoskeleton ARMIRJET- Human Hand Movement Training with Exoskeleton ARM
IRJET- Human Hand Movement Training with Exoskeleton ARM
 
02 smart wheelchair11 (edit a)
02 smart wheelchair11 (edit a)02 smart wheelchair11 (edit a)
02 smart wheelchair11 (edit a)
 

Similar to IRJET- Mind Controlled Wheelchair for the Disabled

Smart Wheelchair with Trolley for Elderly People
Smart Wheelchair with Trolley for Elderly PeopleSmart Wheelchair with Trolley for Elderly People
Smart Wheelchair with Trolley for Elderly People
IRJET Journal
 
Driver Drowsiness Monitoring System Using Visual Signals and Embedded System
Driver Drowsiness Monitoring System Using Visual Signals and Embedded SystemDriver Drowsiness Monitoring System Using Visual Signals and Embedded System
Driver Drowsiness Monitoring System Using Visual Signals and Embedded System
IRJET Journal
 
EEG Acquisition Device to Control Wheelchair Using Thoughts
EEG Acquisition Device to Control Wheelchair Using ThoughtsEEG Acquisition Device to Control Wheelchair Using Thoughts
EEG Acquisition Device to Control Wheelchair Using Thoughts
Vivek chan
 
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGEDNECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
IJTRET-International Journal of Trendy Research in Engineering and Technology
 
brain controled wheel chair.pdf
brain controled wheel chair.pdfbrain controled wheel chair.pdf
brain controled wheel chair.pdf
Vivek chan
 
Design & Implementation of Brain Controlled Wheelchair
Design & Implementation of Brain Controlled WheelchairDesign & Implementation of Brain Controlled Wheelchair
Design & Implementation of Brain Controlled Wheelchair
IRJET Journal
 
Development of an intelligent steering system for reducing accidents due to d...
Development of an intelligent steering system for reducing accidents due to d...Development of an intelligent steering system for reducing accidents due to d...
Development of an intelligent steering system for reducing accidents due to d...
IRJET Journal
 
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEMA SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
gerogepatton
 
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEMA SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
ijaia
 
Voice operated wheel chair
Voice operated wheel chairVoice operated wheel chair
Voice operated wheel chair
eSAT Publishing House
 
IRJET- Smart Helmet for Accident Prevention
IRJET- Smart Helmet for Accident PreventionIRJET- Smart Helmet for Accident Prevention
IRJET- Smart Helmet for Accident Prevention
IRJET Journal
 
C1103011926
C1103011926C1103011926
C1103011926
IOSR Journals
 
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
IRJET Journal
 
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
IRJET Journal
 
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
IRJET Journal
 
IRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
IRJET- IoT based Smart Sensing Wheelchair to Assist in HealthcareIRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
IRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
IRJET Journal
 
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
IRJET Journal
 
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET Journal
 
Project report preformed and presentated during college
Project report preformed and presentated during collegeProject report preformed and presentated during college
Project report preformed and presentated during college
HrushabhSavla
 
Design and Development of Smart Wheelchair for Physically Disable people
Design and Development of Smart Wheelchair for Physically Disable peopleDesign and Development of Smart Wheelchair for Physically Disable people
Design and Development of Smart Wheelchair for Physically Disable people
IRJET Journal
 

Similar to IRJET- Mind Controlled Wheelchair for the Disabled (20)

Smart Wheelchair with Trolley for Elderly People
Smart Wheelchair with Trolley for Elderly PeopleSmart Wheelchair with Trolley for Elderly People
Smart Wheelchair with Trolley for Elderly People
 
Driver Drowsiness Monitoring System Using Visual Signals and Embedded System
Driver Drowsiness Monitoring System Using Visual Signals and Embedded SystemDriver Drowsiness Monitoring System Using Visual Signals and Embedded System
Driver Drowsiness Monitoring System Using Visual Signals and Embedded System
 
EEG Acquisition Device to Control Wheelchair Using Thoughts
EEG Acquisition Device to Control Wheelchair Using ThoughtsEEG Acquisition Device to Control Wheelchair Using Thoughts
EEG Acquisition Device to Control Wheelchair Using Thoughts
 
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGEDNECK MOVEMENT BASED WHEELCHAIR TO ASSIST  THE PHYSICALLY CHALLENGED
NECK MOVEMENT BASED WHEELCHAIR TO ASSIST THE PHYSICALLY CHALLENGED
 
brain controled wheel chair.pdf
brain controled wheel chair.pdfbrain controled wheel chair.pdf
brain controled wheel chair.pdf
 
Design & Implementation of Brain Controlled Wheelchair
Design & Implementation of Brain Controlled WheelchairDesign & Implementation of Brain Controlled Wheelchair
Design & Implementation of Brain Controlled Wheelchair
 
Development of an intelligent steering system for reducing accidents due to d...
Development of an intelligent steering system for reducing accidents due to d...Development of an intelligent steering system for reducing accidents due to d...
Development of an intelligent steering system for reducing accidents due to d...
 
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEMA SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
 
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEMA SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
A SMART BRAIN CONTROLLED WHEELCHAIR BASED MICROCONTROLLER SYSTEM
 
Voice operated wheel chair
Voice operated wheel chairVoice operated wheel chair
Voice operated wheel chair
 
IRJET- Smart Helmet for Accident Prevention
IRJET- Smart Helmet for Accident PreventionIRJET- Smart Helmet for Accident Prevention
IRJET- Smart Helmet for Accident Prevention
 
C1103011926
C1103011926C1103011926
C1103011926
 
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
IRJET- Design and Construction of Electric Drive -A Smart System for Disabled...
 
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
IRJET- Implementation of Health Monitoring and Movement of Handicap Vechil us...
 
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...
 
IRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
IRJET- IoT based Smart Sensing Wheelchair to Assist in HealthcareIRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
IRJET- IoT based Smart Sensing Wheelchair to Assist in Healthcare
 
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...
 
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
 
Project report preformed and presentated during college
Project report preformed and presentated during collegeProject report preformed and presentated during college
Project report preformed and presentated during college
 
Design and Development of Smart Wheelchair for Physically Disable people
Design and Development of Smart Wheelchair for Physically Disable peopleDesign and Development of Smart Wheelchair for Physically Disable people
Design and Development of Smart Wheelchair for Physically Disable people
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
MdTanvirMahtab2
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
BrazilAccount1
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
AafreenAbuthahir2
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
Divya Somashekar
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
The Benefits and Techniques of Trenchless Pipe Repair.pdf
The Benefits and Techniques of Trenchless Pipe Repair.pdfThe Benefits and Techniques of Trenchless Pipe Repair.pdf
The Benefits and Techniques of Trenchless Pipe Repair.pdf
Pipe Restoration Solutions
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
FluxPrime1
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
Kamal Acharya
 

Recently uploaded (20)

Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
The Benefits and Techniques of Trenchless Pipe Repair.pdf
The Benefits and Techniques of Trenchless Pipe Repair.pdfThe Benefits and Techniques of Trenchless Pipe Repair.pdf
The Benefits and Techniques of Trenchless Pipe Repair.pdf
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
 

IRJET- Mind Controlled Wheelchair for the Disabled

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1931 Mind Controlled Wheelchair for the Disabled. Dharanish N H1, Pradyumna Mahesh2, Akshatha A V3, Shreelakshmi V4, Prof. Guruprasad L5 1,2,3,4 U.G. Student, Dept. of Electronics and Communication Engineering, Maharaja Institute of technology-Mysore, Karnataka, India 5 Assistant Professor, Dept. of Electronics and Communication Engineering, Maharaja Institute of technology- Mysore, Karnataka, India -------------------------------------------------------------------------***------------------------------------------------------------------------ Abstract - Designing a wheelchair for the patients with severe loco motor disorder such as poliomyelitis, motor neuron disease is a challenge because it should provide easy mobility without the involvement of limbs. Such patients are in a condition of being not able to move any limb below their neck. An attempt has been made to propose a brain controlled wheelchair, which extracts the brain signals and processes it to control the wheelchair. The method of extracting brain signals is known as Electroencephalography (EEG). Electrodes are placed on the user’s head which extracts the brain signals and converts it into movement commands by the Arduino microcontroller which in turn moves the wheelchair. Key Words: Electroencephalography, Neurosky headset, brain waves, 1. INTRODUCTION According to the statistical data, the percentage of physically disabled persons among all the disabled person is 33%, which is the second majority of the disabled person. Since the physically disabled person is one of the major contributions to total number of disabled people, this indicates that the amount of disabled persons who lost their mobility are substantial. Wheelchair is the most common device that is used to provide mobility for the physically disabled and sometimes elderly people. Most of the wheelchairs today especially the affordable manual wheelchairs require human power to maneuver. Even for the electrical wheelchair, it still requires user’s finger to move the joystick or press the button. Health conditions like Poliomyelitis, Motor neuron disease are incapable of moving any motor organs. With the intension to resolve this issue, another constructive way is by using the brain to directly control the movement of the wheelchair. This method will allow most of the people to navigate the wheelchair by themselves. Therefore, this will bring an extremely high impact, especially for the disabled individuals who are not able to communicate physically .The activities of the brain are required to be analyzed for implementing the Brain- computer interface (BCI) for the wheelchair. EEG is the most suitable method to be utilized for retrieving the signal of brain activity in order to implement the Brain-computer interface system. This is because the EEG device is portable and non invasive. EEG is a method that captures electrical waveform from the brain. These signals are captured and will be transmitted to the computer for further processing. The patterns of the electrical waves that produced by the brain is distinctive due to different kind of thoughts. There are two methods of obtaining brain waves, Invasive method and Non- invasive method. Invasive method means implanting the electrodes into the brain through surgical method and capturing the signals. It is very expensive and sometimes dangerous too. Non-invasive method involves capturing brain signals from outside the brain that is by placing electrodes on the scalp or on the forehead. This method is considered to be very safe and is also less expensive. During the EEG signal processing the raw EEG signals are processed in a manner to differentiate the mental commands that are thinking by the user. After obtaining the mental command, it is used to produce the electrical control signals for controlling the movement of the wheelchair. 2. METHODOLOGY The system mainly includes Mindwave Headset (signal acquisition), mobile app (Brain controlled wheelchair), Bluetooth module (HC-06), Arduino Uno microcontroller, motor driver and the Wheelchair. The headset is used to capture the brain signal. Fig -1: Block Diagram NEUROSKY MINDWAVE HEADSET MOBILE APP MOTOR DRIVER HC-06 ARDUINO UNO WHEELCHAIR HC-06 WHEELCHAIR UNO
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1932 The signal is sent to the mobile app which recognizes the commands sent by the user. The app sends this command to the arduino microcontroller via the Bluetooth module. The arduino sends command signals to the motors in the wheelchair according to the output of the headset. Now the disabled person on the wheelchair can move accordingly. 2.1 ANDROID APP Android application GUI is shown below FIG.2. The application has two buttons: one to connect the app to the HC-06 Bluetooth module and the other to connect the app to the Mindwave Mobile. On startup, the connect button for the Mindwave Mobile is disabled - it will only be enabled once connection with the HC-06 Bluetooth module is established. The app displays six text values relevant to the operation of the wheelchair. Signal quality indicates whether the connection to the Mindwave Mobile is not detected, poor, medium, or good; attention level displays the users current attention level; state displays whether the wheelchair is currently in standby, command, focus or running mode; direction will only be activated when the current state is command and will cycle between the forward, backward, left, and right directions; normal blink strength will display blink strength values below the threshold value of 90; last, forced blink will display blink strength above the 90 threshold value. Fig-2: Android App 2.2 FLOWCHART Chart 1: Android App Chart 2: Arduino Control
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 10 | Oct 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1933 3. CONCLUSIONS As result, an electrical wheelchair which is able to function as a common electrical wheelchair is developed. Android based Application for this project is developed as shown in Fig.2. This program is able to read and process the EEG data from the NeuroSky mindwave headset into mental command. After processing, this program sends out the command signal to the connected HC-06 on the microcontroller board of the wheelchair. In the end, the electrical wheelchair is able to move according to the user's desire. Fig -3: Wheelchair Implementation By using this application, the electrical wheelchair can be directly controlled by human brain. The results show that the processed EEG data does not provide 100% accuracy according to the human mental command. However, it can achieve up to 75% of accuracy. The testing results for mental commands are, Table -1: Result Directions No. of attempts No of attempts successful No of attempts failed Forward 10 8 2 Reverse 10 7 3 left 10 7 3 Right 10 8 2 REFERENCES PAPERS REFERED [1] Imran Ali Mirza, Amiya Tripathy, Sejal Chopra, Michelle D’Sa, Karthik Rajgopalan, Alson D’Souza, Nikhil Sharma, “Mind controlled wheelchair using an ECG headset and Arduino Microcontroller”, 2015. [2] Utkarsh Sinha, Priyanka Saxena, Kanthi.M, “Mind Controlled Wheelchair”, 2017. [3] Sim Kok Swee, Kho Desmond Teck Kiang, Lim Zheng You, “EEG Controlled Wheelchair”, 2016. [4] Nikhil R. Folane, R.M. Autee, “EEG based Brain Controlled Wheelchair for Physically Challenged People”, 2016. [5] Mehul Patel, Rishikesh Bhavsar, “Design and Implementation of Brain Controlled Wheelchair”, 2017. BOOKS 1. Make a mind controlled robot using arduino – Tero Karvinen and Kimmo Karvinen. WEBSITES 1. http://ieeexplore.ieee.org/document/7095887/ 2. https://www.irjet.net/archives/V2/i4/Irjet- v2i4107.pdf 3. https://infoscience.epfl.ch/record/181698/files/ CarlsonMiRAM13.pdf 4. http://www.ijirst.org/articles/IJIRSTV2I10105.p df 5. https://www.ijircce.com/upload/2016/january/ 25_EEG.pdf 6. www.alldatasheet4u.com 7. NeuroSky, NeuroSky Website, http://developer.neurosky.com/ 8. Arduino, Ardunio Website, http://arduino.cc/