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Towards
Robotic
cars
Seminar
Anand B
The
change
Contents
§ Introduction
§ Major	
  developments	
  	
  
§ Why	
  Autonomous?
§ Technology
§ Hardware	
  Sensors
§ Google	
  maps
§ How	
  does	
  it	
  work?
§ Artificial	
  Intelligence
§ How	
  it	
  sees	
  the	
  world?
§ Behavior	
  Module
§ Image	
  Processing
Introduction
A driverless car, also known as an autonomous car,
self-­‐driving car and robotic car, is an automated or
autonomous vehicle capable of fulfilling the main
transportation capabilities of a traditional car.
Major
developments
Why
autonomous?
Major contribution towards accidents
comes from the driver negligence.
There are presently
over 800 million cars
on the road worldwide.
Cars consumes a
major share of energy
around the world.
Only4%
ofentire
lifetime ofcar
Is ideallyused.
Sebastian
Thrun
Robotics	
  scientist
VP	
  Google	
  X	
  labs
Stanford	
  professor
Powered by an electric motor, the car uses a
combination of sensors and software to locate
itself in the real world combined with highly
accurate digital maps. A GPS is used, just like
the satellite navigation systems in most cars, to
get a rough location of the car, at which point
radar, lasers and cameras take over to monitor
the world around the car, 360-­‐degrees.
The software can recognise objects, people,
cars, road marking, signs and traffic lights,
obeying the rules of the road and allowing for
multiple unpredictable hazards, including
cyclists. It can even detect road works and
safely navigate around them.
TECHNOLOGY Hardware
Software
Hardware
sensors
LIDAR
LIDAR (Light Detection And Ranging,
also LADAR) is an optical remote
sensing technology that can even
detect objects two football fields
away.
How
LIDAR
Works?
VIDEO CAMERAS
Detects	
  upcoming	
  traffic	
  light	
  
and	
  sign	
  boards.
POSITION
ESTIMATOR
Determines	
  vehicle's	
  location	
  
and	
  keeps	
  track	
  of	
  its	
  
movements.
DISTANCE
SENSOR
Allow	
  the	
  car	
  to	
  "see"	
  far	
  
enough	
  to	
  detect	
  nearby	
  or	
  	
  	
  	
  
upcoming	
  cars	
  or	
  obstacles
How does it work?
GOOGLE MAPS
Google	
  Maps	
  interacts	
  with	
  GPS	
  and	
  
acts	
  like	
  a	
  database.
It	
  helps	
  to	
  find
§ Upcoming	
  intersections.
§ Traffic	
  Report.
§ Nearby	
  collisions.
§ Directions.
ARTIFICIAL
INTELLIGENCE
Data	
  from	
  Google	
  Maps	
  and	
  the	
  
hardware	
  sensors	
  are	
  sent	
  to	
  the	
  
AI.
AI	
  then	
  determines:
§ how	
  fast	
  to	
  accelerate
§ when	
  to	
  slow	
  down/stop
§ when	
  to	
  steer	
  the	
  wheel
HOW IT SEES THE ROAD?
Under normal driving
situations, driving behavior is
governed by the appropriate
path planner. Behavior module
is implemented as a finite
state machine, which controls
the behavioral mode of the
car.
BEHAVIOR MODULE
IMAGE PROCESSING
DIAGRAM
MOST ADVANCED TILL DATE: GOOGLE SELF DRIVING CAR
PROS § Reduces traffic	
  accidents
§ Environment	
  friendly
§ Next	
  revolution	
  in	
  automotive	
  sector
§ Efficient	
  use	
  of	
  resources	
  (both	
  car	
  and	
  fuel)
§ Differently	
  abled	
  gets	
  the	
  freedom	
  of	
  commute
CONS
§ Who	
  to	
  blame	
  in	
  an	
  accident?
§ Privacy	
  issues	
  
§ Trill of	
  riding	
  is	
  gone
§ Many	
  people	
  might	
  lose	
  their	
  jobs
§ Cyber	
  security	
  attacts.
REFERENCES
§ Sebastian	
  Thrun, "Toward	
  Robotic	
  Cars".	
  Communications	
  of	
  the	
  ACM	
  53	
  (4):	
  99–106.	
  
doi:10.1145/1721654.1721679.
§ Image	
  Processing	
  and	
  BehaviourPlanning	
  for	
  Intelligent	
  Vehicles T.	
  Buc¨ her,	
  C.	
  Curio,	
  J.	
  Edelbrunner,	
  
C.	
  Igel,	
  D.	
  Kastrup,	
  I.	
  Leefken,	
  G.	
  Lorenz,	
  A.	
  Steinhage,	
  and	
  W.	
  von	
  Seelen
§ Antsaklis,	
  Panos J.;	
  Passino,	
  Kevin	
  M.;	
  Wang,	
  S.J.	
  (1991).	
  "An	
  Introduction	
  to	
  Autonomous	
  Control	
  
Systems"	
  (PDF).	
  IEEE	
  Control	
  Systems	
  11	
  (4):	
  5–13.	
  doi:10.1109/37.88585.
§ "What	
  Is	
  a	
  Driverless	
  Car?".	
  WiseGeek.	
  Retrieved	
  11	
  October	
  2013.
CONCLUSION
§ No	
  doubt,	
  driverless	
  car	
  will	
  be	
  next	
  biggest	
  revolution	
  awaiting	
  in	
  the	
  automotive	
  
industry.
THANKYOU:)

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Towards Robotic Cars: An Overview

  • 3. Contents § Introduction § Major  developments     § Why  Autonomous? § Technology § Hardware  Sensors § Google  maps § How  does  it  work? § Artificial  Intelligence § How  it  sees  the  world? § Behavior  Module § Image  Processing
  • 4. Introduction A driverless car, also known as an autonomous car, self-­‐driving car and robotic car, is an automated or autonomous vehicle capable of fulfilling the main transportation capabilities of a traditional car.
  • 7.
  • 8. Major contribution towards accidents comes from the driver negligence.
  • 9. There are presently over 800 million cars on the road worldwide. Cars consumes a major share of energy around the world.
  • 11. Sebastian Thrun Robotics  scientist VP  Google  X  labs Stanford  professor
  • 12. Powered by an electric motor, the car uses a combination of sensors and software to locate itself in the real world combined with highly accurate digital maps. A GPS is used, just like the satellite navigation systems in most cars, to get a rough location of the car, at which point radar, lasers and cameras take over to monitor the world around the car, 360-­‐degrees. The software can recognise objects, people, cars, road marking, signs and traffic lights, obeying the rules of the road and allowing for multiple unpredictable hazards, including cyclists. It can even detect road works and safely navigate around them. TECHNOLOGY Hardware Software
  • 14. LIDAR LIDAR (Light Detection And Ranging, also LADAR) is an optical remote sensing technology that can even detect objects two football fields away.
  • 16. VIDEO CAMERAS Detects  upcoming  traffic  light   and  sign  boards.
  • 17. POSITION ESTIMATOR Determines  vehicle's  location   and  keeps  track  of  its   movements.
  • 18. DISTANCE SENSOR Allow  the  car  to  "see"  far   enough  to  detect  nearby  or         upcoming  cars  or  obstacles
  • 19. How does it work?
  • 20. GOOGLE MAPS Google  Maps  interacts  with  GPS  and   acts  like  a  database. It  helps  to  find § Upcoming  intersections. § Traffic  Report. § Nearby  collisions. § Directions.
  • 21. ARTIFICIAL INTELLIGENCE Data  from  Google  Maps  and  the   hardware  sensors  are  sent  to  the   AI. AI  then  determines: § how  fast  to  accelerate § when  to  slow  down/stop § when  to  steer  the  wheel
  • 22. HOW IT SEES THE ROAD?
  • 23.
  • 24. Under normal driving situations, driving behavior is governed by the appropriate path planner. Behavior module is implemented as a finite state machine, which controls the behavioral mode of the car. BEHAVIOR MODULE
  • 27. MOST ADVANCED TILL DATE: GOOGLE SELF DRIVING CAR
  • 28. PROS § Reduces traffic  accidents § Environment  friendly § Next  revolution  in  automotive  sector § Efficient  use  of  resources  (both  car  and  fuel) § Differently  abled  gets  the  freedom  of  commute
  • 29. CONS § Who  to  blame  in  an  accident? § Privacy  issues   § Trill of  riding  is  gone § Many  people  might  lose  their  jobs § Cyber  security  attacts.
  • 30. REFERENCES § Sebastian  Thrun, "Toward  Robotic  Cars".  Communications  of  the  ACM  53  (4):  99–106.   doi:10.1145/1721654.1721679. § Image  Processing  and  BehaviourPlanning  for  Intelligent  Vehicles T.  Buc¨ her,  C.  Curio,  J.  Edelbrunner,   C.  Igel,  D.  Kastrup,  I.  Leefken,  G.  Lorenz,  A.  Steinhage,  and  W.  von  Seelen § Antsaklis,  Panos J.;  Passino,  Kevin  M.;  Wang,  S.J.  (1991).  "An  Introduction  to  Autonomous  Control   Systems"  (PDF).  IEEE  Control  Systems  11  (4):  5–13.  doi:10.1109/37.88585. § "What  Is  a  Driverless  Car?".  WiseGeek.  Retrieved  11  October  2013.
  • 31. CONCLUSION § No  doubt,  driverless  car  will  be  next  biggest  revolution  awaiting  in  the  automotive   industry.