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Information-Driven Planning and Control, Ferrari, Silvia & Wettergren, Thomas A.

Information-Driven Planning and Control

Authors: Ferrari, Silvia & Wettergren, Thomas A.
Series: Cyber Physical Systems Series
Publisher: MIT Press
BISAC/Subject: COM051300, COM014000, COM059000
ISBN: 9780262362399, Related ISBNs: 0262045427, 0262362392, 9780262045421, 9780262362399
Classification: Non-Fiction
Number of pages: 688
Audience: General/trade
Synopsis: A unified framework for developing planning and control algorithms for active sensing, with examples of applications for specific sensor technologies.

Active sensor systems, increasingly deployed in such applications as unmanned vehicles, mobile robots, and environmental monitoring, are characterized by a high degree of autonomy, reconfigurability, and redundancy. This book is the first to offer a unified framework for the development of planning and control algorithms for active sensing, with examples of applications for a range of specific sensor technologies. The methods presented can be characterized as information-driven because their goal is to optimize the value of information, rather than to optimize traditional guidance and navigation objectives.

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