Distributed Control of Robotic Networks

丛 书 名：Princeton Series in Applied Mathematics

作     者：Bullo, Francesco/ Cortes, Jorge/ Martinez, Sonia 

I S B N：(纸本) 9780691141954 

出 版 社：Princeton University Press 

出 版 年：2009年

主 题 词：Robotics Computer Vision Programming - General Miscellaneous 

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 080202[工学-机械电子工程] 08[工学] 0804[工学-仪器科学与技术] 0802[工学-机械工程] 

摘      要：This self-contained introduction to the distributed control of robotic networks offers a distinctive blend of computer science and control theory. The book presents a broad set of tools for understanding coordination algorithms, determining their correctness, and assessing their complexity; and it analyzes various cooperative strategies for tasks such as consensus, rendezvous, connectivity maintenance, deployment, and boundary estimation. The unifying theme is a formal model for robotic networks that explicitly incorporates their communication, sensing, control, and processing capabilities - a model that in turn leads to a common formal language to describe and analyze coordination algorithms. Written for first- and second-year graduate students in control and robotics, the book will also be useful to researchers in control theory, robotics, distributed algorithms, and automata theory. The book provides explanations of the basic concepts and main results, as well as numerous examples and exercises. It features: self-contained exposition of graph-theoretic concepts, distributed algorithms, and complexity measures for processor networks with fixed interconnection topology and for robotic networks with position-dependent interconnection topology; detailed treatment of averaging and consensus algorithms interpreted as linear iterations on synchronous networks; introduction of geometric notions such as partitions, proximity graphs, and multicenter functions; and, detailed treatment of motion coordination algorithms for deployment, rendezvous, connectivity maintenance, and boundary estimation.