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Artificial Intelligence and Mobile Robots: Case Studies of Successful Robot Systems [Pehme köide]

Edited by , Edited by (Texas A&M University), Edited by (TRACLabs Inc.)
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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.



The mobile robot systems described in this book were selected fromamong the best available implementations by leading universities andresearch laboratories.
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