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Safe & Intelligent Vehicular Systems
1. Safe and Intelligent
Vehicular systems (SIVs)
City
Amrita Vishwa Vidyapeetham
Amritapuri
Team Sauveteurs
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 1
2. What if…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 2
3. …automobiles could
learn on their own…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 3
4. Explain your idea in one simple sentence.
Ravi Chandra, Vinayak Jayaprakash,
March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 4
Amritapuri
5. …and share it with other vehicles
too…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 5
6. Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri 6
7. Idea in one sentence!
Using
machine learning
and
cloud computing
for
collision avoidance
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 7
8. Machine Learning
Car collects data regarding…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 8
9. Machine Learning
Vehicle conditions
(position, speed, angle, location)
Road conditions
(wetness, ditches, slopes)
Driver conditions
(drowsiness, health conditions)
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 9
10. Machine Learning
Data analysis is done
using machine learning
algorithms
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 10
11. Machine Learning
Predicts if an accident
may occur or not
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 11
12. Machine Learning
…and stores the algorithms
in a cloud application associated with the car
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 12
13. Cloud computing
Car shares data between…
a Universal cloud application
(Public)
&
the Automobile cloud applications
(Private)
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 13
14. Universal Cloud Application
Acts as a central database
for other vehicles to acquire
“learning materials”
from other cars
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 14
15. Automobile cloud applications
Placed in a “blackbox” in automobiles –
collects, stores and transfers
real-time data
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 15
16. Collision avoidance
Collected data is used
to
generate algorithms that…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 16
17. Collision avoidance
1. warns the driver / passengers
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 17
18. Collision avoidance
2. …or
takes control of the vehicle
through actuators
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 18
19. Collision avoidance
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 19
21. We need…
1.
A team of
computer and automobile engineers
to build and implement
the software system
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 21
22. We need…
2.
Vehicles to test upon
3.
Existing technologies
to automate driving
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 22
23. We need…
4.
Dedicated communication
infrastructure
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 23
24. People are realizing…
road accid ent rates
are really
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 24
26. We thought of
An effective remedy for
this exponential increase in the
number of accidents
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 26
27. We thought that
Computers have made their advent
into the automobile industry but
its potential has been under utilized
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 27
28. We found out that
We could use a similar principle as used in
Update techniques of anti-virus software
databases for sharing
collision avoidance data between cars
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 28
29. Motivation for people
1.
Cost effective
Utilizing available technologies
& communication infrastructures.
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 29
30. Motivation for people
2.
Safer driving experience
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 30
31. Motivation for people
3.
Computers can
react faster than humans
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 31
32. Our promoters…
1.
Social Networking sites
( Facebook , Twitter , Slide share )
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 32
33. Our promoters…
2. Product Brochures
&
Advertisements
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 33
34. Our promoters…
3.
Electronic Media
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 34
35. Our promoters…
4.
Automotive Companies
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham,
March 19, 2012 Amritapuri 35
36. Ravi Chandra, Vinayak Jayaprakash,
March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 36
Amritapuri