Safe &

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

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What if…


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…automobiles could

learn on their own…


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April 10, 2023 Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri

4

Explain your idea in one simple sentence.

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…and share it with other

vehicles too…

Ravi Chandra, Vinayak Jayaprakash,

Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri

6


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Using

machine learning

and

cloud computing for

collision avoidanceRavi Chandra, Vinayak Jayaprakash,


Idea in one sentence!

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Machine Learning

Car collects data regarding…


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Machine Learning Vehicle conditions

(position, speed, angle, location)Road conditions

(wetness, ditches, slopes)Driver conditions

(drowsiness, health conditions)


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Machine Learning

Data analysis is done using machine learning

algorithms


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Machine Learning

Predicts if an accident may occur or not


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Machine Learning

…and stores the algorithms in a cloud application associated with the car


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Cloud computingCar shares data between…

a Universal cloud application (Public)

&

the Automobile cloud applications (Private)


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Universal Cloud Application

Acts as a central database for other vehicles to acquire

“learning materials” from other cars


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Automobile cloud applications

Placed in a “blackbox” in automobiles –collects, stores and transfers

real-time data


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Collision avoidance

Collected data is used to

generate algorithms that…


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Collision avoidancewarns the driver / passengers


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1.

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Collision avoidance

…or

takes control of the vehicle through actuators


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2.

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Collision avoidance


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Visual Representation

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We need…

A team of

computer and automobile engineers to build and implement

the software system

1.


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Vehicles to test upon

We need…

2.


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Existing technologies to automate driving

3.

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Dedicated communicationinfrastructure

We need…

4.


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People are realizing…

road accident rates are really


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alarming

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An effective remedy for this exponential increase in the

number of accidents

We thought of


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Computers have made their advent into the automobile industry but

its potential has been under utilized

We thought that


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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


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Motivation for people

Cost effective Utilizing available technologies

& communication infrastructures.


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1.

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Safer driving experience


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2.

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Computers can

react faster than humans


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3.

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Our promoters…


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Social Networking sites ( Facebook , Twitter , Slide share )

1.

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Our promoters…


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Product Brochures &

Advertisements

2.

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Our promoters…


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Electronic Media

3.

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Our promoters…


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Automotive Companies

4.

April 10, 2023 36Ravi Chandra, Vinayak Jayaprakash,


Safe &

Technology

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