Sensor Modelling and Data Processing for Autonomous Navigation (World Scientific Series in Robotics & Intelligent Systems): 13 (World Scientific Series In Robotics And Intelligent Systems) - Hardcover

Adams, Martin David

Hardcover

ISBN 10: 9810234961 ISBN 13: 9789810234966

Publisher: World Scientific Publishing Co Pte Ltd, 1999

Synopsis

This invaluable book presents an unbiased framework for modelling and using sensors to aid mobile robot navigation. It addresses the problem of accurate and reliable sensing in confined environments and makes a detailed analysis of the design and construction of a low cost optical range finder. This is followed by a quantitative model for determining the sources and propagation of noise within the sensor. The physics behind the causes of erroneous data is also used to derive a model for detecting and labelling such data as false. In addition, the author's data-processing algorithms are applied to the problem of environmental feature extraction. This forms the basis of a solution to the problem of mobile robot localisation. The book develops a relationship between the kinematics of a mobile robot during the execution of successive manoeuvres, and the sensed features. Results which update a mobile vehicle's position using features from 2D and 3D scans are presented.

About this title

Synopsis

Presents a framework for modelling and using sensors to aid mobile robot navigation. The text addresses the problem of accurate and reliable sensing in confined environments and makes an analysis of the design and construction of a low cost optical range finder. This is followed by a quantitative model for determining the sources and propagation of noise within the sensor. The physics behind the causes of erroneous data is also used to derive a model for detecting and labelling such data as false. In addition, the author's data-processing algorithms are applied to the problem of environmental feature extraction. This forms the basis of a solution to the problem of mobile robot localization. The book develops a relationship between the kinematics of a mobile robot during the execution of successive manoeuvres, and the sensed features. Results, which update a mobile vehicle's position using features from 2D and 3D scans, are presented.

Edition details

• Publisher: World Scientific Publishing Co Pte Ltd
• Publication date: 1999
• Language: English
• ISBN 10: 9810234961
• ISBN 13: 9789810234966
• Binding: Hardcover
• Number of pages: 256