TR 102 863 - V1.1.1 - Intelligent Transport Systems (ITS); Vehicular ...
Safe & Intelligent Vehicular Systems
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Transcript of 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
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What if…
March 19, 2012 2
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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…automobiles could
learn on their own…
March 19, 2012 3
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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Explain your idea in one simple sentence.
March 19, 2012 4Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
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…and share it with other vehicles too…
March 19, 2012 5
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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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!
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Machine Learning
Car collects data regarding…
March 19, 2012 8
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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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
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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
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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
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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
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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
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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
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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
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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
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Collision avoidancewarns the driver / passengers
March 19, 2012 17
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
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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.
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Collision avoidance
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Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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Visual Representation
March 19, 2012 20
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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
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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.
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Dedicated communicationinfrastructure
We need…
4.
March 19, 2012 23
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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People are realizing…
road accident ratesare really
March 19, 2012 24
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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alarming
March 19, 2012 25
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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
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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
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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
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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.
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Motivation for people
Safer driving experience
March 19, 2012 30
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
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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.
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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.
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Our promoters…
March 19, 2012 33
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Product Brochures &
Advertisements
2.
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Our promoters…
March 19, 2012 34
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Electronic Media
3.
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Our promoters…
March 19, 2012 35
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Automotive Companies
4.
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March 19, 2012 36Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri