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Brain Frequency Based
Handicap Wheelchair
Team Members
▪ Dhanuaravinth K – Team Lead – 18bee080@mcet.in - EEE
▪ Vishnu Raj R – 18bee087@mcet.in - EEE
▪ Padmanaban V K – 18bee078@mcet.in - EEE
▪ Karthik V – 18bee012@mcet.in - EEE
▪ Dr. K. Umamaheswari – Mentor
Umamaheswari@drmcet.ac.in - EEE
Introduction
Brain Computer Interface is a
fastest growing emerging
technology, in which
researchers aim to build a direct
channel between the human
brain and the computer
2
Brain Frequency Based Handicap Wheelchair
Brain Computer Interface
• Direct communication pathway between an
enhanced or wired brain and an external
device
Brain Frequency Based Handicap Wheelchair
3
Statistics of World
Brain Frequency Based Handicap Wheelchair
4
• According to the statistics of the World
Health Organization in 2011, About 15%(1
billion) of the world's population lives with
some form of disability, of whom 2-4%
experience significant difficulties in
functioning.
Statistics of India
Brain Frequency Based Handicap Wheelchair
5
• According to the statistics of the Ministry of
Statistics and Programme Implementation
in 2016, In India out of the 121 Crore
population, 2.68 Crore persons are 'disabled'
which is 2.21% of the total population which
is more than the entire population of
Australia.
Category wise disabled persons (%) in
India – Census 2011
6 Brain Frequency Based Handicap Wheelchair
Among the disabled persons, most of them are in the category of Movement disability
Need for System:
Region wise Statistics of Disabled People by
MOSPI sector graph
1.98
1.92
2.2
2.01
2.37
2.18
2.68
2.41
2.18
2.05
2.45
2.21
0 0.5 1 1.5 2 2.5 3
Other than SC/ ST
ST
SC
Total
Persons Males Females
7 Brain Frequency Based Handicap Wheelchair
Source : Ministry of Statistics and Programme Implementation, 2011
Age wise statistics of Disabled population
Brain Frequency Based Handicap Wheelchair
8
Among the disabled persons, most of them are Youngsters (Active persons)
Problem Statement
Brain Frequency Based Handicap Wheelchair
9
• Most of the productive youngsters and young
generation are mainly affected by this
problem
• People who are using wheelchair require
secondary assistance to carry out their basic
and daily activities, this greatly reduces their
self esteem and will power
Proposed Solution
Brain Frequency Based Handicap Wheelchair
10
• Our product solution gives high benefit on the
low-cost handicapped wheelchair
• Mostly, It will enables the youngsters/others
to make work on their own without
dependency
“
System Design -Flow Diagram
“
Flow Diagram
• Signal Acquisition
First thing we need is some raw EEG
data to process. This data is usually not
clean so some preprocessing steps are
needed
• Signal Preprocessing
The application of filters are applied,
such as a high-pass filter and low pass filter
“
Flow Diagram
• Feature Extraction
We can apply complex automatic
processing algorithms that allow us to
extract ‘hidden’ information from EEG
signals.
• Signals Classification
For instance, all brain-computer
interface systems follow this common
scheme, in which the classification step
is performed in order to decide what the
user is thinking.
“
Flow Diagram
• Control Actions
According to our output algorithm
the control of our wheelchair is achieved
• Output(Wheelchair Motor)
Finally the EEG taught for
directions of wheelchair is precisely
controlled with sensor braking system
“
Flow Diagram
Preprocessing Tool
Brain Frequency Based Handicap Wheelchair
16
• EEGLAB provides an interactive graphic
user interface (GUI) allowing users to
flexibly and interactively process their high-
density EEG and other dynamic brain data
using independent component analysis (ICA)
and/or time/frequency analysis (TFA), as
well as standard averaging methods.
Business Forecast
Brain Frequency Based Handicap Wheelchair
17
• The Global Electric Wheelchair Market was
valued at
• US$ 2.9 Billion in 2021, and is expected US$
4.9 Billion in 2028 from reports for a witness.
• Compound Annual Growth Rate (CAGR) of
8.0% during the forecast period (2021 –
2028).
• Reference -
https://www.grandviewresearch.com/industry-
analysis/wheelchair-market
Demo photograph of Prototype
Brain Frequency Based Handicap Wheelchair
18
▪ Software: MATLAB - EEGLAB
▪ Hardware: Wheelchair
▪ Processor – Raspberry pi
Brain Frequency Based Handicap Wheelchair
19
Photographs of Prototype
“ 10%
40%
20%
30%
Torque
Braking
Turning Stability
Speed
User Feedback – Need for Renovation
“ 36%
9%
55%
Good
Poor
Need
Improvement
Speed Braking
Torque Turning Stability
30%
10%
60%
Good
Poor
Need
Improvement
50%
10%
40%
Good
Poor
Need
Improvement
30%
40%
30%
Good
Poor
Need
Improvement
“
• We have recorded and analyzed various command
wave signals.
• Mini robot project have been designed and executed
various movements.
Implemented pilot project along with
user feedback.
“
• Majority of the disabled youngsters are able to
revive their goal and lead to a self-sustained life
• It will promote employment and entrepreneurship
among disabled persons
• The sizable contribution in enhancing the Gross
Domestic Income(GDI) is expected or can be
realized
Impact of the proposed solution
“
• Our product could be outreached to rural areas
through village panchayat and government health
clinics
• By negotiating with the regional government, we
could provide the wheelchair to poor and
unemployed through the ADIP Scheme
Financial implication for the village
Technology
Brain Frequency Based Handicap Wheelchair
25
• Internet of Things(IoT) Enables the
user to control and check the required
conditions in passive mode.
• User can use the database to store the
study analysis
Financial Implementation Plan
Brain Frequency Based Handicap Wheelchair
26
• It is Estimated final product costs
around Rs.50,000 to Rs.70,000.
• Prototype cost around Rs.15,000
Financial Implementation Plan
Brain Frequency Based Handicap Wheelchair
27
Components Cost Reference
1) MindWave Mobile 2:
Brainwave Starter Kit
Rs. 8,018 $ 110 https://store.neurosky.com/
2) Wheelchair Rs. 21,000 $ 286 https://www.amazon.in/KosmoCar
e-Recliner-Reclining-Wheelchair-
Aluminium/dp/B00HYABUYE
3) Sensors Rs. 5,000 $ 68
4) Motors with battery Rs. 31,000 $ 422
5) Mechanical Accessories Rs . 5,000 $ 68
Total approx.
Rs. 70,018
approx. $ 954
Implementation Plan Timeline
Q1. 1 Month
Related Literature
survey
Q2. 3 Months
Finalization of
architecture and system
design
Q3. 1 Month
Testing
Q4. 12 Months
Next to Outreach plan
28 Brain Frequency Based Handicap Wheelchair
Outreach Plan Timeline
Q1. 1-2 Months
Business Pattern
Q2. 3-4 Months
Approval, Authorization and
Installation of Business
Q3. 5-6 Months
Advertising – Digital
Marketing , Village
campaigns, primary health
centers
Q4. 5-6 Months
Retail and wholesale –
Retail using Digital
platforms and Whole sales
using traditional marketing
29 Brain Frequency Based Handicap Wheelchair
“
• By collaborating with medical institutes, we can
provided our Brain Interface wheelchairs to
person in recreation
• Collaborating with Insurance companies and
offering this wheelchair at the time of accidents
and health risks
• We can collaborate with defense and research
organization, to make the wheelchairs free for
injured war soldiers to enhance their quality of
life
Implementation and outreach plan
Business & Employee Goals
Business priorities
▪ Increase customer satisfaction
▪ Maintain growth
▪ Diversify investment
▪ Initiative partnership with 3rd party organizations
Employee opportunities
▪ Multi-disciplinary employment
▪ Worker can Improve their skillsets
31 Brain Frequency Based Handicap Wheelchair
Brain Frequency Based Handicap Wheelchair
32
Teams details with Photographs
Padmanaban V K
+91 99651 92990
Karthik V
+91 98426 20775
Vishnu Raj R
+91 82203 96913
Dr. K. Umamaheswari
Mentor
+91 99428 32789
Dhanuaravinth K
Team Lead
+91 9751610430
Summary
Our business is good
High level Profit
We’re getting our work done
We finished the consolidation project
Our customers relationship
We increased customer retention
33 Brain Frequency Based Handicap Wheelchair
Thank you
Thanks to your commitment and strong work ethic, we
know next year will be even better than the last.
We look forward to working together.
Team Lead
18bee080@mcet.in

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Brain frequency based handicap wheelchair Chhtra Vishwakarma Award AICTE 2020 vish202011463

  • 1. Brain Frequency Based Handicap Wheelchair Team Members ▪ Dhanuaravinth K – Team Lead – 18bee080@mcet.in - EEE ▪ Vishnu Raj R – 18bee087@mcet.in - EEE ▪ Padmanaban V K – 18bee078@mcet.in - EEE ▪ Karthik V – 18bee012@mcet.in - EEE ▪ Dr. K. Umamaheswari – Mentor Umamaheswari@drmcet.ac.in - EEE
  • 2. Introduction Brain Computer Interface is a fastest growing emerging technology, in which researchers aim to build a direct channel between the human brain and the computer 2 Brain Frequency Based Handicap Wheelchair
  • 3. Brain Computer Interface • Direct communication pathway between an enhanced or wired brain and an external device Brain Frequency Based Handicap Wheelchair 3
  • 4. Statistics of World Brain Frequency Based Handicap Wheelchair 4 • According to the statistics of the World Health Organization in 2011, About 15%(1 billion) of the world's population lives with some form of disability, of whom 2-4% experience significant difficulties in functioning.
  • 5. Statistics of India Brain Frequency Based Handicap Wheelchair 5 • According to the statistics of the Ministry of Statistics and Programme Implementation in 2016, In India out of the 121 Crore population, 2.68 Crore persons are 'disabled' which is 2.21% of the total population which is more than the entire population of Australia.
  • 6. Category wise disabled persons (%) in India – Census 2011 6 Brain Frequency Based Handicap Wheelchair Among the disabled persons, most of them are in the category of Movement disability Need for System:
  • 7. Region wise Statistics of Disabled People by MOSPI sector graph 1.98 1.92 2.2 2.01 2.37 2.18 2.68 2.41 2.18 2.05 2.45 2.21 0 0.5 1 1.5 2 2.5 3 Other than SC/ ST ST SC Total Persons Males Females 7 Brain Frequency Based Handicap Wheelchair Source : Ministry of Statistics and Programme Implementation, 2011
  • 8. Age wise statistics of Disabled population Brain Frequency Based Handicap Wheelchair 8 Among the disabled persons, most of them are Youngsters (Active persons)
  • 9. Problem Statement Brain Frequency Based Handicap Wheelchair 9 • Most of the productive youngsters and young generation are mainly affected by this problem • People who are using wheelchair require secondary assistance to carry out their basic and daily activities, this greatly reduces their self esteem and will power
  • 10. Proposed Solution Brain Frequency Based Handicap Wheelchair 10 • Our product solution gives high benefit on the low-cost handicapped wheelchair • Mostly, It will enables the youngsters/others to make work on their own without dependency
  • 12. “ Flow Diagram • Signal Acquisition First thing we need is some raw EEG data to process. This data is usually not clean so some preprocessing steps are needed • Signal Preprocessing The application of filters are applied, such as a high-pass filter and low pass filter
  • 13. “ Flow Diagram • Feature Extraction We can apply complex automatic processing algorithms that allow us to extract ‘hidden’ information from EEG signals. • Signals Classification For instance, all brain-computer interface systems follow this common scheme, in which the classification step is performed in order to decide what the user is thinking.
  • 14. “ Flow Diagram • Control Actions According to our output algorithm the control of our wheelchair is achieved • Output(Wheelchair Motor) Finally the EEG taught for directions of wheelchair is precisely controlled with sensor braking system
  • 16. Preprocessing Tool Brain Frequency Based Handicap Wheelchair 16 • EEGLAB provides an interactive graphic user interface (GUI) allowing users to flexibly and interactively process their high- density EEG and other dynamic brain data using independent component analysis (ICA) and/or time/frequency analysis (TFA), as well as standard averaging methods.
  • 17. Business Forecast Brain Frequency Based Handicap Wheelchair 17 • The Global Electric Wheelchair Market was valued at • US$ 2.9 Billion in 2021, and is expected US$ 4.9 Billion in 2028 from reports for a witness. • Compound Annual Growth Rate (CAGR) of 8.0% during the forecast period (2021 – 2028). • Reference - https://www.grandviewresearch.com/industry- analysis/wheelchair-market
  • 18. Demo photograph of Prototype Brain Frequency Based Handicap Wheelchair 18 ▪ Software: MATLAB - EEGLAB ▪ Hardware: Wheelchair ▪ Processor – Raspberry pi
  • 19. Brain Frequency Based Handicap Wheelchair 19 Photographs of Prototype
  • 21. “ 36% 9% 55% Good Poor Need Improvement Speed Braking Torque Turning Stability 30% 10% 60% Good Poor Need Improvement 50% 10% 40% Good Poor Need Improvement 30% 40% 30% Good Poor Need Improvement
  • 22. “ • We have recorded and analyzed various command wave signals. • Mini robot project have been designed and executed various movements. Implemented pilot project along with user feedback.
  • 23. “ • Majority of the disabled youngsters are able to revive their goal and lead to a self-sustained life • It will promote employment and entrepreneurship among disabled persons • The sizable contribution in enhancing the Gross Domestic Income(GDI) is expected or can be realized Impact of the proposed solution
  • 24. “ • Our product could be outreached to rural areas through village panchayat and government health clinics • By negotiating with the regional government, we could provide the wheelchair to poor and unemployed through the ADIP Scheme Financial implication for the village
  • 25. Technology Brain Frequency Based Handicap Wheelchair 25 • Internet of Things(IoT) Enables the user to control and check the required conditions in passive mode. • User can use the database to store the study analysis
  • 26. Financial Implementation Plan Brain Frequency Based Handicap Wheelchair 26 • It is Estimated final product costs around Rs.50,000 to Rs.70,000. • Prototype cost around Rs.15,000
  • 27. Financial Implementation Plan Brain Frequency Based Handicap Wheelchair 27 Components Cost Reference 1) MindWave Mobile 2: Brainwave Starter Kit Rs. 8,018 $ 110 https://store.neurosky.com/ 2) Wheelchair Rs. 21,000 $ 286 https://www.amazon.in/KosmoCar e-Recliner-Reclining-Wheelchair- Aluminium/dp/B00HYABUYE 3) Sensors Rs. 5,000 $ 68 4) Motors with battery Rs. 31,000 $ 422 5) Mechanical Accessories Rs . 5,000 $ 68 Total approx. Rs. 70,018 approx. $ 954
  • 28. Implementation Plan Timeline Q1. 1 Month Related Literature survey Q2. 3 Months Finalization of architecture and system design Q3. 1 Month Testing Q4. 12 Months Next to Outreach plan 28 Brain Frequency Based Handicap Wheelchair
  • 29. Outreach Plan Timeline Q1. 1-2 Months Business Pattern Q2. 3-4 Months Approval, Authorization and Installation of Business Q3. 5-6 Months Advertising – Digital Marketing , Village campaigns, primary health centers Q4. 5-6 Months Retail and wholesale – Retail using Digital platforms and Whole sales using traditional marketing 29 Brain Frequency Based Handicap Wheelchair
  • 30. “ • By collaborating with medical institutes, we can provided our Brain Interface wheelchairs to person in recreation • Collaborating with Insurance companies and offering this wheelchair at the time of accidents and health risks • We can collaborate with defense and research organization, to make the wheelchairs free for injured war soldiers to enhance their quality of life Implementation and outreach plan
  • 31. Business & Employee Goals Business priorities ▪ Increase customer satisfaction ▪ Maintain growth ▪ Diversify investment ▪ Initiative partnership with 3rd party organizations Employee opportunities ▪ Multi-disciplinary employment ▪ Worker can Improve their skillsets 31 Brain Frequency Based Handicap Wheelchair
  • 32. Brain Frequency Based Handicap Wheelchair 32 Teams details with Photographs Padmanaban V K +91 99651 92990 Karthik V +91 98426 20775 Vishnu Raj R +91 82203 96913 Dr. K. Umamaheswari Mentor +91 99428 32789 Dhanuaravinth K Team Lead +91 9751610430
  • 33. Summary Our business is good High level Profit We’re getting our work done We finished the consolidation project Our customers relationship We increased customer retention 33 Brain Frequency Based Handicap Wheelchair
  • 34. Thank you Thanks to your commitment and strong work ethic, we know next year will be even better than the last. We look forward to working together. Team Lead 18bee080@mcet.in