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Puranam Revanth
Kumar
CB.EN.P2CIN17005
Control and Instrumentation
Engineering
Self Driving Car
Puranam Revanth Kumar Self Driving Car 1
• Introduction
• Technology
• Types of Algorithms
• Conclusion
Contents
Puranam Revanth Kumar Self Driving Car 2
INTRODUCTION
To begin, a self-driving car (driverless, autonomous, robotic car) is
a vehicle that is capable of sensing its environment and navigating without
human input.
Self-driving cars can detect environments using a variety of techniques
such as radar, GPS and computer vision.
Advanced control systems interpret sensory information to identify
appropriate navigational paths, as well as obstacles and relevant signage.
Self-driving cars have control systems that are capable of analyzing
sensory data to distinguish between different cars on the road. This is very
useful in planning a path to the desired destination.
Introduction
Puranam Revanth Kumar Self Driving Car 4
TECHNOLOGY
The Technology of the Car
Puranam Revanth Kumar
Anti-Lock Brakes
Electronic Stability control
Adaptive cruise control
Lane-departure warning system
Self parking
Automated guided vehicle
systems
Lidar-Systems(with google cars)
or Cruise Automated
Systems(Audi)
Infrared cameras.
Self Driving Car 6
The Lidar System
Puranam Revanth Kumar
Features:
Vertical and horizontal setup of the system
possible
Image acquisition with fully integrated
NIKON DSLR camera.
3D mode of the VZ scanner with continuous
rotation of the scanning head for highly
efficient mobile data acquisition.
360 degree static scanning.
Mainly used by Google Inc. for detecting
the surroundings of the vehicleSelf Driving Car 7
Infrared cameras
Puranam Revanth Kumar
 Detect traffic lights, read road signs,
keep track of the position of other
vehicles and look out for pedestrian's
and obstacles on the road.
Self Driving Car 8
Radar Sensors
Puranam Revanth Kumar
Four standard automotive radar sensors, three in
front and one in the rear which helps in
determining the position of distant objects.
Self Driving Car 9
Ultrasonic Sensor
Puranam Revanth Kumar
 It is used to measure the position of
objects very close to the vehicle,
such as curbs and other vehicles
when parking.
Self Driving Car 10
Central Computer
Puranam Revanth Kumar
Information from all the sensors is analyzed by a central computer that
manipulates the steering, accelerator and brakes. Its software must
understand the rules of the road both formal and informal.
Based on the information received the software takes self driving
decisions.
Self Driving Car 11
TYPES OF
ALGORITHMS
Software block diagram of self-driving cars
Puranam Revanth Kumar Self Driving Car 13
Types of Algorithms for Localization and Mapping
Puranam Revanth Kumar
The combination of:
3-D imaging with multiple 1064 nm
lasers.
Edge-Detection Algorithm
Motion-Detection algorithm
Tracking algorithm
Self Driving Car 14
Edge Detection Algorithm
Puranam Revanth Kumar
Locating areas with strong intensity contrasts.
Reduce unnecessary information in the image while preserving the
structure of the image.
Extract important features of an image
•Corners
•Lines
•Curves
Recognize objects, boundaries, segmentation.
Self Driving Car 15
To track an object over a sequence of images.
A method of following an object through successive image frames to
determine its relative movement with respect to other objects.
Object Tracking
Puranam Revanth Kumar Self Driving Car 16
Advantages
Puranam Revanth Kumar
Managing traffic flow to increase road capacity.
Relieving vehicle occupants from driving allowing them to concentrate on
other tasks or to rest during their journeys.
To avoid accidents .
Increasing roadway capacity by reducing the distances between cars.
The current location of vehicle can be determined using Global Positioning
System (GPS) .
Self Driving Car 17
The driver less car’s technologies improves vehicle's stability helps to
minimize loss of control.
Driver less cars are designed to minimize accidents by addressing the main
causes of collisions: driving error, distraction and drowsiness.
Conclusion
Puranam Revanth Kumar Self Driving Car 18
Self driving car

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Self driving car

  • 1. Puranam Revanth Kumar CB.EN.P2CIN17005 Control and Instrumentation Engineering Self Driving Car Puranam Revanth Kumar Self Driving Car 1
  • 2. • Introduction • Technology • Types of Algorithms • Conclusion Contents Puranam Revanth Kumar Self Driving Car 2
  • 4. To begin, a self-driving car (driverless, autonomous, robotic car) is a vehicle that is capable of sensing its environment and navigating without human input. Self-driving cars can detect environments using a variety of techniques such as radar, GPS and computer vision. Advanced control systems interpret sensory information to identify appropriate navigational paths, as well as obstacles and relevant signage. Self-driving cars have control systems that are capable of analyzing sensory data to distinguish between different cars on the road. This is very useful in planning a path to the desired destination. Introduction Puranam Revanth Kumar Self Driving Car 4
  • 6. The Technology of the Car Puranam Revanth Kumar Anti-Lock Brakes Electronic Stability control Adaptive cruise control Lane-departure warning system Self parking Automated guided vehicle systems Lidar-Systems(with google cars) or Cruise Automated Systems(Audi) Infrared cameras. Self Driving Car 6
  • 7. The Lidar System Puranam Revanth Kumar Features: Vertical and horizontal setup of the system possible Image acquisition with fully integrated NIKON DSLR camera. 3D mode of the VZ scanner with continuous rotation of the scanning head for highly efficient mobile data acquisition. 360 degree static scanning. Mainly used by Google Inc. for detecting the surroundings of the vehicleSelf Driving Car 7
  • 8. Infrared cameras Puranam Revanth Kumar  Detect traffic lights, read road signs, keep track of the position of other vehicles and look out for pedestrian's and obstacles on the road. Self Driving Car 8
  • 9. Radar Sensors Puranam Revanth Kumar Four standard automotive radar sensors, three in front and one in the rear which helps in determining the position of distant objects. Self Driving Car 9
  • 10. Ultrasonic Sensor Puranam Revanth Kumar  It is used to measure the position of objects very close to the vehicle, such as curbs and other vehicles when parking. Self Driving Car 10
  • 11. Central Computer Puranam Revanth Kumar Information from all the sensors is analyzed by a central computer that manipulates the steering, accelerator and brakes. Its software must understand the rules of the road both formal and informal. Based on the information received the software takes self driving decisions. Self Driving Car 11
  • 13. Software block diagram of self-driving cars Puranam Revanth Kumar Self Driving Car 13
  • 14. Types of Algorithms for Localization and Mapping Puranam Revanth Kumar The combination of: 3-D imaging with multiple 1064 nm lasers. Edge-Detection Algorithm Motion-Detection algorithm Tracking algorithm Self Driving Car 14
  • 15. Edge Detection Algorithm Puranam Revanth Kumar Locating areas with strong intensity contrasts. Reduce unnecessary information in the image while preserving the structure of the image. Extract important features of an image •Corners •Lines •Curves Recognize objects, boundaries, segmentation. Self Driving Car 15
  • 16. To track an object over a sequence of images. A method of following an object through successive image frames to determine its relative movement with respect to other objects. Object Tracking Puranam Revanth Kumar Self Driving Car 16
  • 17. Advantages Puranam Revanth Kumar Managing traffic flow to increase road capacity. Relieving vehicle occupants from driving allowing them to concentrate on other tasks or to rest during their journeys. To avoid accidents . Increasing roadway capacity by reducing the distances between cars. The current location of vehicle can be determined using Global Positioning System (GPS) . Self Driving Car 17
  • 18. The driver less car’s technologies improves vehicle's stability helps to minimize loss of control. Driver less cars are designed to minimize accidents by addressing the main causes of collisions: driving error, distraction and drowsiness. Conclusion Puranam Revanth Kumar Self Driving Car 18