Safe & Intelligent Vehicular Systems

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  • 1. Safe and Intelligent Vehicular systems (SIVs) City Amrita Vishwa Vidyapeetham Amritapuri Team Sauveteurs Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 1
  • 2. What if… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 2
  • 3. …automobiles could learn on their own… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 3
  • 4. Explain your idea in one simple sentence. Ravi Chandra, Vinayak Jayaprakash,March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 4 Amritapuri
  • 5. …and share it with other vehicles too…  Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 Amritapuri 7
  • 8. Machine Learning Car collects data regarding… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 Amritapuri 9
  • 10. Machine Learning Data analysis is done using machine learning algorithms Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 10
  • 11. Machine Learning Predicts if an accident may occur or not Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 Amritapuri 15
  • 16. Collision avoidance Collected data is used to generate algorithms that… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 16
  • 17. Collision avoidance 1. warns the driver / passengers Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 17
  • 18. Collision avoidance 2. …or takes control of the vehicle through actuators Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 18
  • 19. Collision avoidance Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 19
  • 20. Visual RepresentationMarch 19, 2012 20
  • 21. We need… 1. A team ofcomputer and automobile engineers to build and implement the software system Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 Amritapuri 22
  • 23. We need… 4. Dedicated communication infrastructure Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 23
  • 24. People are realizing… road accid ent rates are really Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 24
  • 25. alarmingMarch 19, 2012 25
  • 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 Vidyapeetham,March 19, 2012 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 Vidyapeetham,March 19, 2012 Amritapuri 27
  • 28. We found out that We could use a similar principle as used inUpdate techniques of anti-virus software databases for sharing collision avoidance data between cars Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 28
  • 29. Motivation for people 1. Cost effective Utilizing available technologies & communication infrastructures. Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 29
  • 30. Motivation for people 2. Safer driving experience Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 30
  • 31. Motivation for people 3. Computers can react faster than humans Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 31
  • 32. Our promoters… 1. Social Networking sites ( Facebook , Twitter , Slide share ) Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 32
  • 33. Our promoters… 2. Product Brochures & Advertisements Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 33
  • 34. Our promoters… 3. Electronic Media Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 34
  • 35. Our promoters… 4. Automotive Companies Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 35
  • 36. Ravi Chandra, Vinayak Jayaprakash,March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 36 Amritapuri