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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/

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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/