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Random Finite Sets for Robot Mapping & SLAM: New Concepts in Autonomous Robotic Map Representations - 72 (2011 edition.)

Part of the Springer Tracts in Advanced Robotics series
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The monograph written by John Mullane, Ba-Ngu Vo, Martin Adams and Ba-Tuong Vo is devoted to the field of autonomous robot systems, which have been receiving a great deal of attention by the research community in the latest few years.

The contents are focused on the problem of representing the environment and its uncertainty in terms of feature based maps.

Random Finite Sets are adopted as the fundamental tool to represent a map, and a general framework is proposed for feature management, data association and state estimation.

The approaches are tested in a number of experiments on both ground based and marine based facilities.

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Product Details
Springer
3642213901 / 9783642213908
eBook (Adobe Pdf)
19/05/2011
English
138 pages
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