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9780262611374

Artificial Intelligence and Mobile Robots

by ; ;
  • ISBN13:

    9780262611374

  • ISBN10:

    0262611376

  • Format: Paperback
  • Copyright: 1998-03-06
  • Publisher: Aaai Pr

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Summary

The mobile robot systems described in this book were selected from among the best available implementations by leading universities and research laboratories. These are robots that have left the lab and been tested in natural and unknown environments. They perform many different tasks, from giving tours to collecting trash. Many have distinguished themselves (usually with first- or second-place finishes) at various indoor and outdoor mobile robot competitions. Each case study is self-contained and includes detailed descriptions of important algorithms, including pseudo-code. Thus this volume serves as a recipe book for the design of successful mobile robot applications. Common themes include navigation and mapping, computer vision, and architecture. Contributors: Ronald Arkin, Tucker Balch, Michael Brady, Don Brutzman, Arno Bucken, R. James Firby, Erann Gat, Tony Healy, Ian Horswill, Housheng Hu, Sven Koenig, Kurt Konolige David Kortenkamp, Dave Marco, Bob McGhee, Robin Murphy, Karen Myers, Illah Nourbakhsh, Peter Prokopowicz, Bill Schiller, Reid Simmons, Michael Swain, Sebastian Thrun.

Table of Contents

Preface ix
Introduction: Mobile Robots--A Proving Ground for AI 3(16)
R. Peter Bonasso
David Kortenkamp
Robin Murphy
Part One: Mapping and Navigation 19(104)
Introduction to Part One 19(2)
David Kortenkamp
1. Map Learning and High-Speed Navigation in RHINO
21(32)
Sebastian Thrun
Arno Bucken
Wolfram Burgard
Dieter Fox
Thorsten Frohlinghaus
Daniel Hennig
Thomas Hofmann
Michael Krell
Timo Schmidt
2. Integrating High-Speed Obstacle Avoidance, Global Path Planning and Vision Sensing on a Mobile Robot
53(20)
David Kortenkamp
Marcus Huber
Charles Cohen
Ulrich Raschke
Frank Koss
Clare Congdon
3. Dervish: An Office-Navigating Robot
73(18)
Illah Nourbakhsh
4. Xavier: A Robot Navigation Architecture Based on Partially Observable Markov Decision Process Models
91(32)
Sven Koenig
Reid G. Simmons
Part Two: Vision for Mobile Robots 123(70)
Introduction to Part Two 123(2)
Robin Murphy
David Kortenkamp
5. The Polly System
125(16)
Ian Horswill
6. Coordination and Control of Sensing for Mobility Using Action-Oriented Perception
141(18)
Robin R. Murphy
7. Vehicle Guidance Architecture for Combined Lane Tracking and Obstacle Avoidance
159(34)
Bill Schiller
Yu-feng Du
Don Krantz
Craig Shankwitz
Max Donath
Part Three: Mobile Robot Architectures 193(168)
Introduction to Part Three 193(2)
R. Peter Bonasso
8. Three-Layer Architectures
195(16)
Erann Gat
9. The Saphira Architecture for Autonomous Mobile Robots
211(32)
Kurt Konolige
Karen Myers
10. The Animate Agent Architecture
243(34)
R. James Firby
Peter N. Prokopowicz
Michael J. Swain
11. Cooperative Multiagent Robotic Systems
277(20)
Ronald C. Arkin
Tucker Balch
12. Toward Advanced Mobile Robots for Manufacturing
297(26)
Huosheng Hu
Michael Brady
13. The Phoenix Autonomous Underwater Vehicle
323(38)
Don Brutzman
Tony Healey
Dave Marco
Bob McGhee
Bibliography 361(22)
Index 383

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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