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Robust Perception from Optical Sensors for Reactive Behaviors in Autonomous Robotic Vehicles

  • Alexander Schaub

Table of contents

  1. Front Matter
    Pages I-XV
  2. Alexander Schaub
    Pages 1-11
  3. Alexander Schaub
    Pages 13-46
  4. Alexander Schaub
    Pages 47-131
  5. Alexander Schaub
    Pages 133-148
  6. Alexander Schaub
    Pages 149-218
  7. Alexander Schaub
    Pages 219-224
  8. Back Matter
    Pages 225-267

About this book

Introduction

Alexander Schaub examines how a reactive instinctive behavior, similar to instinctive reactions as incorporated by living beings, can be achieved for intelligent mobile robots to extend the classic reasoning approaches. He identifies possible applications for reactive approaches, as they enable a fast response time, increase robustness and have a high abstraction ability, even though reactive methods are not universally applicable. The chosen applications are obstacle avoidance and relative positioning – which can also be utilized for navigation – and a combination of both. The implementation of reactive instinctive behaviors for the identified tasks is then validated in simulation together with real world experiments.

Contents
  • Why Mobile Robots Should Have an Artificial Instinct
  • Vision-Based Reactive Controllers
  • Evaluation in Real World Tests and in Simulation
Target Groups
  • Lecturers and students in the field of Robotics, Control Engineering, Computer Vision 
  • Practitioners in the field of Intelligent Vehicles, Mobile Robots 
About the Author
Alexander Schaub joined the Robotics and Mechatronics Center of the German Aerospace Center (DLR) in 2009 and worked in the development of a robotic electric vehicle and researched in the field of vision-based control and reactive instinctive behaviors for autonomous vehicle. In 2017, he started an MBA at HEC Paris and will continue working in the field of autonomous driving afterwards.

Keywords

Autonomous Driving Vision-Based Control Mobile Robots Artificial Instinct ROboMObil Obstacle Avoidance Robust Perception Autonomous Robotic Vehicles Optical Sensors for Reactive Behaviors

Authors and affiliations

  • Alexander Schaub
    • 1
  1. 1.FürstenfeldbruckGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-658-19087-3
  • Copyright Information Springer Fachmedien Wiesbaden GmbH 2018
  • Publisher Name Springer Vieweg, Wiesbaden
  • eBook Packages Engineering
  • Print ISBN 978-3-658-19086-6
  • Online ISBN 978-3-658-19087-3
  • Buy this book on publisher's site
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