FastSLAM

FastSLAM
Title FastSLAM PDF eBook
Author Michael Montemerlo
Publisher Springer Science & Business Media
Pages 129
Release 2007-01-18
Genre Technology & Engineering
ISBN 3540463992

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This monograph describes a new family of algorithms for the simultaneous localization and mapping (SLAM) problem in robotics, called FastSLAM. The FastSLAM-type algorithms have enabled robots to acquire maps of unprecedented size and accuracy, in a number of robot application domains and have been successfully applied in different dynamic environments, including a solution to the problem of people tracking.

Probabilistic Robotics

Probabilistic Robotics
Title Probabilistic Robotics PDF eBook
Author Sebastian Thrun
Publisher MIT Press
Pages 668
Release 2005-08-19
Genre Technology & Engineering
ISBN 0262303809

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An introduction to the techniques and algorithms of the newest field in robotics. Probabilistic 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.

Information and Automation

Information and Automation
Title Information and Automation PDF eBook
Author Luo Qi
Publisher Springer Science & Business Media
Pages 775
Release 2011-04-15
Genre Computers
ISBN 364219852X

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This book constitutes the refereed proceedings of the International Symposium on Information and Automation, ISIA 2010, held in Guangzhou, China, in November 2010. The 110 revised full papers presented were carefully reviewed and selected from numerous submissions. The symposium provides a forum for researchers, educators, engineers, and government officials to present and discuss their latest research results and exchange views on the future research directions in the general areas of Information and Automation.

FastSLAM

FastSLAM
Title FastSLAM PDF eBook
Author Michael Montemerlo
Publisher Springer
Pages 129
Release 2007-04-27
Genre Technology & Engineering
ISBN 3540464026

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This monograph describes a new family of algorithms for the simultaneous localization and mapping (SLAM) problem in robotics, called FastSLAM. The FastSLAM-type algorithms have enabled robots to acquire maps of unprecedented size and accuracy, in a number of robot application domains and have been successfully applied in different dynamic environments, including a solution to the problem of people tracking.

Field and Service Robotics

Field and Service Robotics
Title Field and Service Robotics PDF eBook
Author Christian Laugier
Publisher Springer Science & Business Media
Pages 589
Release 2008-04-24
Genre Technology & Engineering
ISBN 3540754032

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This books presents the results of the 6th edition of "Field and Service Robotics" FSR03, held in Chamonix, France, July 2007. The conference provided a forum for researchers, professionals and robot manufacturers to exchange up-to-date technical knowledge and experience. This book offers a collection of a broad range of topics including: Underwater Robots and Systems, Autonomous Navigation for Unmanned Aerial Vehicles, Simultaneous Localization and Mapping, and Climbing Robotics.

Intelligent Systems Design and Applications

Intelligent Systems Design and Applications
Title Intelligent Systems Design and Applications PDF eBook
Author Ana Maria Madureira
Publisher Springer
Pages 1106
Release 2017-02-22
Genre Technology & Engineering
ISBN 3319534807

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This book comprises selected papers from the 16th International Conference on Intelligent Systems Design and Applications (ISDA’16), which was held in Porto, Portugal from December 1 to16, 2016. ISDA 2016 was jointly organized by the Portugual-based Instituto Superior de Engenharia do Porto and the US-based Machine Intelligence Research Labs (MIR Labs) to serve as a forum for the dissemination of state-of-the-art research and development of intelligent systems, intelligent technologies, and applications. The papers included address a wide variety of themes ranging from theories to applications of intelligent systems and computational intelligence area and provide a valuable resource for students and researchers in academia and industry alike.

Advances in Swarm Intelligence, Part II

Advances in Swarm Intelligence, Part II
Title Advances in Swarm Intelligence, Part II PDF eBook
Author Ying Tan
Publisher Springer
Pages 611
Release 2011-06-06
Genre Computers
ISBN 3642215246

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The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.