safe & intelligent vehicular systems
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Safe and IntelligentVehicular systems (SIVs)
CityAmrita Vishwa Vidyapeetham
AmritapuriTeam Sauveteurs
March 19, 2012 1
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
What if…
March 19, 2012 2
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
…automobiles could
learn on their own…
March 19, 2012 3
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Explain your idea in one simple sentence.
March 19, 2012 4Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
…and share it with other vehicles too…
March 19, 2012 5
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
6
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Using
machine learning and
cloud computing for
collision avoidance
March 19, 2012 7
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Idea in one sentence!
Machine Learning
Car collects data regarding…
March 19, 2012 8
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Machine LearningVehicle conditions
(position, speed, angle, location)Road conditions
(wetness, ditches, slopes)Driver conditions
(drowsiness, health conditions)
March 19, 2012 9
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Machine Learning
Data analysis is done using machine learning
algorithms
March 19, 2012 10
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Machine Learning
Predicts if an accident may occur or not
March 19, 2012 11
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Machine Learning
…and stores the algorithms in a cloud application associated with the car
March 19, 2012 12
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Cloud computingCar shares data between…
a Universal cloud application(Public)
&
the Automobile cloud applications (Private)
March 19, 2012 13
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Universal Cloud Application
Acts as a central database for other vehicles to acquire
“learning materials” from other cars
March 19, 2012 14
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Automobile cloud applications
Placed in a “blackbox” in automobiles –collects, stores and transfers
real-time data
March 19, 2012 15
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Collision avoidance
Collected data is used to
generate algorithms that…
March 19, 2012 16
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Collision avoidancewarns the driver / passengers
March 19, 2012 17
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
Collision avoidance
…or
takes control of the vehicle through actuators
March 19, 2012 18
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
Collision avoidance
March 19, 2012 19
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Visual Representation
March 19, 2012 20
We need…
A team of
computer and automobile engineersto build and implement
the software system
1.
March 19, 2012 21
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Vehicles to test upon
We need…
2.
March 19, 2012 22
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Existing technologies to automate driving
3.
Dedicated communicationinfrastructure
We need…
4.
March 19, 2012 23
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
People are realizing…
road accident ratesare really
March 19, 2012 24
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
alarming
March 19, 2012 25
An effective remedy for this exponential increase in the
number of accidents
We thought of
March 19, 2012 26
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Computers have made their advent into the automobile industry but
its potential has been under utilized
We thought that
March 19, 2012 27
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
We could use a similar principle as used in
Update techniques of anti-virus software databases for sharing
collision avoidance data between cars
We found out that
March 19, 2012 28
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Motivation for people
Cost effectiveUtilizing available technologies
& communication infrastructures.
March 19, 2012 29
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
Motivation for people
Safer driving experience
March 19, 2012 30
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
Motivation for people
Computers can
react faster than humans
March 19, 2012 31
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
3.
Our promoters…
March 19, 2012 32
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Social Networking sites ( Facebook , Twitter , Slide share )
1.
Our promoters…
March 19, 2012 33
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Product Brochures &
Advertisements
2.
Our promoters…
March 19, 2012 34
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Electronic Media
3.
Our promoters…
March 19, 2012 35
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Automotive Companies
4.
March 19, 2012 36Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri