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Knowledge-Based Driver Assistance Systems

Traffic Situation Description and Situation Feature Relevance

  • Michael Huelsen

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Michael Huelsen
    Pages 1-6
  3. Michael Huelsen
    Pages 93-138
  4. Michael Huelsen
    Pages 153-159
  5. Back Matter
    Pages 161-176

About this book

Introduction

The comprehension of a traffic situation plays a major role in driving a vehicle. Interpretable information forms a basis for future projection, decision making and action performing, such as navigating, maneuvering and driving control.

Michael Huelsen provides an ontology-based generic traffic situation description capable of supplying various advanced driver assistance systems with relevant information about the current traffic situation of a vehicle and its environment. These systems are enabled to perform reasonable actions and approach visionary goals such as injury and accident free driving, substantial assistance in arbitrary situations up to even autonomous driving.

 Content

  • Situation Feature Relevance on Vehicle Measurement Data
  • Relevance of Historical Measurement Values
  • Knowledge-Based Traffic Situation Description and Simulation
  • Relevance by Mutual Information on Ontology Features

Target Groups

  • Researchers, lecturers and students in the fields of automotive engineering, mechatronics, computer science and artificial intelligence
  • Engineers and developers in the automotive industry, specifically areas of driver assistance systems, vehicle control and mechatronics

The Author

Michael Huelsen completed his doctoral thesis in a cooperation between the Karlsruhe Institute of Technology (KIT) and the Robert Bosch GmbH. After working in automotive development he is now working in a leading position in purchasing and value engineering at a renowned company manufacturing electrical traction systems.

Keywords

Artificial Intelligence Automotive Technology Information Theory Logic Inference Mechatronics / Vehicle Control Mutual Information

Authors and affiliations

  • Michael Huelsen
    • 1
  1. 1.Department for InformaticsKarlsruhe Institute of Technology (KIT)KarslruheGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-658-05750-3
  • Copyright Information Springer Fachmedien Wiesbaden 2014
  • Publisher Name Springer Vieweg, Wiesbaden
  • eBook Packages Engineering
  • Print ISBN 978-3-658-05749-7
  • Online ISBN 978-3-658-05750-3
  • Buy this book on publisher's site
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