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"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.
- Format: Pocket/Paperback
- ISBN: 9783642101687
- Språk: Engelska
- Antal sidor: 198
- Utgivningsdatum: 2010-10-22
- Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K