Robotic Mapping and Exploration

Specificaties
Gebonden, 198 blz. | Engels
Springer Berlin Heidelberg | 2009e druk, 2009
ISBN13: 9783642010965
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Springer Berlin Heidelberg 2009e druk, 2009 9783642010965
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Samenvatting

"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.

Specificaties

ISBN13:9783642010965
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:198
Uitgever:Springer Berlin Heidelberg
Druk:2009

Inhoudsopgave

Basic Techniques.- I: Exploration with Known Poses.- Decision-Theoretic Exploration Using Coverage Maps.- Coordinated Multi-Robot Exploration.- Multi-Robot Exploration Using Semantic Place Labels.- II: Mapping and Exploration under Pose Uncertainty.- Efficient Techniques for Rao-Blackwellized Mapping.- Actively Closing Loops During Exploration.- Recovering Particle Diversity.- Information Gain-based Exploration.- Mapping and Localization in Non-Static Environments.- Conclusion.
€ 120,99
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        Robotic Mapping and Exploration