000 01500nam a2200217 4500
008 220402b ||||| |||| 00| 0 eng d
020 _a9780262201629 (hb.)
082 _a629.892
_bTHR
100 _aThrun, Sebastian
_9940
245 _aProbabilistic robotics
260 _aLondon
_bMIT Press
_c2006
300 _axx., 647p.,
500 _ahttps://mitpress.mit.edu/books/probabilistic-robotics
520 _aProbabilistic robotics is a new and growing area in robotics, concerned with perception and control in the face of uncertainty. Building on the field of mathematical statistics, probabilistic robotics endows robots with a new level of robustness in real-world situations. This book introduces the reader to a wealth of techniques and algorithms in the field. All algorithms are based on a single overarching mathematical foundation. Each chapter provides example implementations in pseudo code, detailed mathematical derivations, discussions from a practitioner's perspective, and extensive lists of exercises and class projects. The book's Web site, www.probabilistic-robotics.org, has additional material. The book is relevant for anyone involved in robotic software development and scientific research. It will also be of interest to applied statisticians and engineers dealing with real-world sensor data.
650 _aProbabilities
_9492
650 _aRobotics
_9941
650 _aTechnology
_9411
700 _aBurgard, Wolfram
_9942
700 _aFox, Dieter
_9943
942 _cBK
999 _c7808
_d7808