Simultaneous Localization and Mapping

Simultaneous Localization and Mapping
Author :
Publisher : World Scientific
Total Pages : 208
Release :
ISBN-10 : 9789814350327
ISBN-13 : 981435032X
Rating : 4/5 (32X Downloads)

Book Synopsis Simultaneous Localization and Mapping by : Zhan Wang

Download or read book Simultaneous Localization and Mapping written by Zhan Wang and published by World Scientific. This book was released on 2011 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simultaneous localization and mapping (SLAM) is a process where an autonomous vehicle builds a map of an unknown environment while concurrently generating an estimate for its location. This book is concerned with computationally efficient solutions to the large scale SLAM problems using exactly sparse Extended Information Filters (EIF). The invaluable book also provides a comprehensive theoretical analysis of the properties of the information matrix in EIF-based algorithms for SLAM. Three exactly sparse information filters for SLAM are described in detail, together with two efficient and exact methods for recovering the state vector and the covariance matrix. Proposed algorithms are extensively evaluated both in simulation and through experiments.


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