Post on 12-Jan-2015
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April 10, 2023 1
Safe and Intelligent Vehicular systems (SIVs)
CityAmrita Vishwa Vidyapeetham
AmritapuriTeam Sauveteurs
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 2
What if…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 3
…automobiles could
learn on their own…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
4
Explain your idea in one simple sentence.
April 10, 2023 5
…and share it with other
vehicles too…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
6
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 7
Using
machine learning
and
cloud computing for
collision avoidanceRavi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
Idea in one sentence!
April 10, 2023 8
Machine Learning
Car collects data regarding…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 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,
Amritapuri
April 10, 2023 10
Machine Learning
Data analysis is done using machine learning
algorithms
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 11
Machine Learning
Predicts if an accident may occur or not
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 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,
Amritapuri
April 10, 2023 13
Cloud computingCar shares data between…
a Universal cloud application (Public)
&
the Automobile cloud applications (Private)
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 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,
Amritapuri
April 10, 2023 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,
Amritapuri
April 10, 2023 16
Collision avoidance
Collected data is used to
generate algorithms that…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 17
Collision avoidancewarns the driver / passengers
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
April 10, 2023 18
Collision avoidance
…or
takes control of the vehicle through actuators
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
April 10, 2023 19
Collision avoidance
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 20
Visual Representation
April 10, 2023 21
We need…
A team of
computer and automobile engineers to build and implement
the software system
1.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 22
Vehicles to test upon
We need…
2.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Existing technologies to automate driving
3.
April 10, 2023 23
Dedicated communicationinfrastructure
We need…
4.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 24
People are realizing…
road accident rates are really
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 25
alarming
April 10, 2023 26
An effective remedy for this exponential increase in the
number of accidents
We thought of
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 27
Computers have made their advent into the automobile industry but
its potential has been under utilized
We thought that
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 28
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
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
April 10, 2023 29
Motivation for people
Cost effective Utilizing available technologies
& communication infrastructures.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
April 10, 2023 30
Motivation for people
Safer driving experience
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
April 10, 2023 31
Motivation for people
Computers can
react faster than humans
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
3.
April 10, 2023 32
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Social Networking sites ( Facebook , Twitter , Slide share )
1.
April 10, 2023 33
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Product Brochures &
Advertisements
2.
April 10, 2023 34
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Electronic Media
3.
April 10, 2023 35
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Automotive Companies
4.
April 10, 2023 36Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri