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Safe and Intelligent
         Vehicular systems (SIVs)
                             City
                 Amrita Vishwa Vidyapeetham
                          Amritapuri
                      Team Sauveteurs

                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            1
What if…



                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri            2
…automobiles could
         learn on their own…
                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            3
Explain your idea in one simple sentence.




                            Ravi Chandra, Vinayak
March 19, 2012     Jayaprakash, Vyshakh P T, Amrita Vishwa   4
                         Vidyapeetham, Amritapuri
…and   share it with other
                        vehicles too…



                                        
                                  Ravi Chandra, Vinayak
                         Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                 Vidyapeetham, Amritapuri            5
Ravi Chandra, Vinayak
Jayaprakash, Vyshakh P T, Amrita Vishwa
      Vidyapeetham, Amritapuri            6
Idea in one sentence!

                               Using
                 machine learning
                                  and
                 cloud computing
                            for
                   collision avoidance

                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            7
Machine Learning

            Car   collects data regarding…


                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            8
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
March 19, 2012                 Vidyapeetham, Amritapuri            9
Machine Learning

                 Data analysis is done
                    using machine learning
                          algorithms



                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            10
Machine Learning

                 Predicts if an accident
                      may occur or not




                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            11
Machine Learning

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




                           Ravi Chandra, Vinayak
                  Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012          Vidyapeetham, Amritapuri            12
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
March 19, 2012              Vidyapeetham, Amritapuri                  13
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
March 19, 2012                 Vidyapeetham, Amritapuri            14
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
March 19, 2012            Vidyapeetham, Amritapuri            15
Collision avoidance

                    Collected data is used
                              to
                 generate algorithms that…


                                 Ravi Chandra, Vinayak
                        Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                Vidyapeetham, Amritapuri            16
Collision avoidance
     1. warns the driver / passengers




                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri            17
Collision avoidance
       2.                            …or
                 takes control of the vehicle
                       through actuators



                                 Ravi Chandra, Vinayak
                        Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                Vidyapeetham, Amritapuri            18
Collision avoidance




                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri            19
Visual
                 Representation




March 19, 2012              20
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
 March 19, 2012             Vidyapeetham, Amritapuri            21
We need…
        2.
                  Vehicles to test upon
        3.
                 Existing technologies
                     to automate driving

                              Ravi Chandra, Vinayak
                     Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012             Vidyapeetham, Amritapuri            22
We need…
        4.
                 Dedicated communication
                     infrastructure


                               Ravi Chandra, Vinayak
                      Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012              Vidyapeetham, Amritapuri            23
People are realizing…



r o ad           accid   en t                        rates
                                are really

                                  Ravi Chandra, Vinayak
                         Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                 Vidyapeetham, Amritapuri            24
alarming

March 19, 2012   25
We thought of

                  An effective remedy for
                 this exponential increase in the
                       number of accidents



                                   Ravi Chandra, Vinayak
                          Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                  Vidyapeetham, Amritapuri            26
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
March 19, 2012            Vidyapeetham, Amritapuri            27
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
 March 19, 2012             Vidyapeetham, Amritapuri            28
Motivation for people

          1.
                       Cost effective
                  Utilizing available technologies
                 & communication infrastructures.



                                   Ravi Chandra, Vinayak
                          Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                  Vidyapeetham, Amritapuri            29
Motivation for people

     2.
                 Safer driving experience



                                Ravi Chandra, Vinayak
                       Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012               Vidyapeetham, Amritapuri            30
Motivation for people
       3.
                      Computers can
                 react faster than humans


                                Ravi Chandra, Vinayak
                       Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012               Vidyapeetham, Amritapuri            31
Our promoters…
         1.
                   Social Networking sites
                 ( Facebook , Twitter , Slide share )




                                   Ravi Chandra, Vinayak
                          Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012                  Vidyapeetham, Amritapuri            32
Our promoters…

     2.                          Product Brochures
                                                           &
                                        Advertisements


                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri                33
Our promoters…
            3.
                                Electronic Media



                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri            34
Our
      promoters…

      4.
                 Automotive
                 Companies


                          Ravi Chandra, Vinayak
                 Jayaprakash, Vyshakh P T, Amrita Vishwa
March 19, 2012         Vidyapeetham, Amritapuri            35
Ravi Chandra, Vinayak
March 19, 2012   Jayaprakash, Vyshakh P T, Amrita Vishwa   36
                       Vidyapeetham, Amritapuri

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Safe &

  • 1. Safe and Intelligent Vehicular systems (SIVs) City Amrita Vishwa Vidyapeetham Amritapuri Team Sauveteurs Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 1
  • 2. What if… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 2
  • 3. …automobiles could learn on their own… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 3
  • 4. Explain your idea in one simple sentence. Ravi Chandra, Vinayak March 19, 2012 Jayaprakash, Vyshakh P T, Amrita Vishwa 4 Vidyapeetham, Amritapuri
  • 5. …and share it with other vehicles too…  Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, Amritapuri 7
  • 8. Machine Learning Car collects data regarding… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, Amritapuri 9
  • 10. Machine Learning Data analysis is done using machine learning algorithms Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 10
  • 11. Machine Learning Predicts if an accident may occur or not Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, Amritapuri 15
  • 16. Collision avoidance Collected data is used to generate algorithms that… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 16
  • 17. Collision avoidance 1. warns the driver / passengers Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 17
  • 18. Collision avoidance 2. …or takes control of the vehicle through actuators Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 18
  • 19. Collision avoidance Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 19
  • 20. Visual Representation March 19, 2012 20
  • 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, Amritapuri 22
  • 23. We need… 4. Dedicated communication infrastructure Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 23
  • 24. People are realizing… r o ad accid en t rates are really Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, 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 March 19, 2012 Vidyapeetham, Amritapuri 28
  • 29. Motivation for people 1. Cost effective Utilizing available technologies & communication infrastructures. Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 29
  • 30. Motivation for people 2. Safer driving experience Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 30
  • 31. Motivation for people 3. Computers can react faster than humans Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 31
  • 32. Our promoters… 1. Social Networking sites ( Facebook , Twitter , Slide share ) Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 32
  • 33. Our promoters… 2. Product Brochures & Advertisements Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 33
  • 34. Our promoters… 3. Electronic Media Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 34
  • 35. Our promoters… 4. Automotive Companies Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa March 19, 2012 Vidyapeetham, Amritapuri 35
  • 36. Ravi Chandra, Vinayak March 19, 2012 Jayaprakash, Vyshakh P T, Amrita Vishwa 36 Vidyapeetham, Amritapuri