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Robotic Mapping and Exploration

Springer Berlin,
Buch
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This book examines simultaneous localization and mapping (SLAM) for autonomous robots. Solutions include uncertainty-driven exploration, coordination of multiple robots, learning and incorporating background knowledge, and dealing with dynamic environments.

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Titel: Robotic Mapping and Exploration
Autoren/Herausgeber: Cyrill Stachniss
Aus der Reihe: Springer Tracts in Advanced Robotics
Ausgabe: Softcover reprint of hardcover 1st ed. 2009

ISBN/EAN: 9783642101687

Seitenzahl: 198
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 338 g
Sprache: Englisch

"Robotic Mapping and Exploration" is an important contribution in the area of simultaneous localization and mapping  (SLAM) for autonomous robots, which has been receiving a great deal of attention by the research community in the latest few years. The contents are focused on the autonomous mapping learning problem. Solutions include uncertainty-driven exploration, active loop closing, coordination of multiple robots, learning and incorporating background knowledge, and dealing with dynamic environments. Results are accompanied by a rich set of experiments, revealing a promising outlook toward the application to a wide range of mobile robots and field settings, such as search and rescue, transportation tasks, or automated vacuum cleaning.

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