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Titlebook: Random Finite Sets for Robot Mapping & SLAM; New Concepts in Auto John Mullane,Ba-Ngu Vo,Ba-Tuong Vo Book 2011 Springer Berlin Heidelberg 2

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書目名稱Random Finite Sets for Robot Mapping & SLAM
副標(biāo)題New Concepts in Auto
編輯John Mullane,Ba-Ngu Vo,Ba-Tuong Vo
視頻videohttp://file.papertrans.cn/822/821048/821048.mp4
概述First book on the use of random finite sets (RFS) and finite set statistics (FISST) in robotics.Focuses on a critical area of autonomous robotic research - the representation of the environment and it
叢書名稱Springer Tracts in Advanced Robotics
圖書封面Titlebook: Random Finite Sets for Robot Mapping & SLAM; New Concepts in Auto John Mullane,Ba-Ngu Vo,Ba-Tuong Vo Book 2011 Springer Berlin Heidelberg 2
描述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.
出版日期Book 2011
關(guān)鍵詞(SLAM); Autonomous Navigation; Autonomous Robotics; Bayes Optimality; Random Finite Set; Random Finite Se
版次1
doihttps://doi.org/10.1007/978-3-642-21390-8
isbn_softcover978-3-642-26831-1
isbn_ebook978-3-642-21390-8Series ISSN 1610-7438 Series E-ISSN 1610-742X
issn_series 1610-7438
copyrightSpringer Berlin Heidelberg 2011
The information of publication is updating

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Estimation with Random Finite Setsare required. This chapter therefore introduces principled approximations which propagate approximations of the full multi-feature posterior density, such as the expectation of the map. Techniques borrowed from recent research in point process theory known as the . (PHD) filter, . (C-PHD) filter, an
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John Mullane,Ba-Ngu Vo,Martin Adams,Ba-Tuong Voehensive overview and systematic treatment of all pertinent new topics and issues in the emerging global bioethics debate. It provides descriptions and analysis of a vast range of important new issues from a tr978-3-319-09483-0
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hics has entered into a novel global phase, a wider set of issues, problems and principles is emerging against the backdrop of globalization and in the context of global relations. This new stage in bioethics is furthermore promoted through the ethical framework presented in the UNESCO Universal Dec
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https://doi.org/10.1007/978-3-642-21390-8(SLAM); Autonomous Navigation; Autonomous Robotics; Bayes Optimality; Random Finite Set; Random Finite Se
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John Mullane,Ba-Ngu Vo,Ba-Tuong VoFirst book on the use of random finite sets (RFS) and finite set statistics (FISST) in robotics.Focuses on a critical area of autonomous robotic research - the representation of the environment and it
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