Safe & Intelligent Vehicular Systems

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Safe & Intelligent Vehicular Systems

  1. 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. 2. What if… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 2
  3. 3. …automobiles could learn on their own… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 3
  4. 4. Explain your idea in one simple sentence. Ravi Chandra, Vinayak Jayaprakash,March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 4 Amritapuri
  5. 5. …and share it with other vehicles too…  Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 5
  6. 6. Ravi Chandra, Vinayak Jayaprakash,Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri 6
  7. 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. 8. Machine Learning Car collects data regarding… Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 8
  9. 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. 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. 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. 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. 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. 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. 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. 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. 17. Collision avoidance 1. warns the driver / passengers Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 17
  18. 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. 19. Collision avoidance Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 19
  20. 20. Visual RepresentationMarch 19, 2012 20
  21. 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. 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. 23. We need… 4. Dedicated communication infrastructure Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 23
  24. 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. 25. alarmingMarch 19, 2012 25
  26. 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. 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. 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. 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. 30. Motivation for people 2. Safer driving experience Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 30
  31. 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. 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. 33. Our promoters… 2. Product Brochures & Advertisements Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 33
  34. 34. Our promoters… 3. Electronic Media Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 34
  35. 35. Our promoters… 4. Automotive Companies Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,March 19, 2012 Amritapuri 35
  36. 36. Ravi Chandra, Vinayak Jayaprakash,March 19, 2012 Vyshakh P T, Amrita Vishwa Vidyapeetham, 36 Amritapuri

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