DocumentCode
115212
Title
Data rate for quantized consensus of high-order multi-agent systems with poles on the unit circle
Author
Zhirong Qiu ; Lihua Xie ; Yiguang Hong
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
3771
Lastpage
3776
Abstract
In this paper, the data rate problem in quantized consensus is considered for a special kind of high-order multi-agent systems. Each agent is in the form of a 2m-th order real Jordan matrix consisting of m pairs of conjugate poles on the unit circle, and only the first state can be measured. Under a connected undirected communication network, a quantized observer-based encoding-decoding scheme is designed and a distributed control law based on the outputs of the encoders and decoders is proposed. With the help of perturbation analysis as well as combinatorial identities, it is shown that the data rate is dependent on the position of the poles and 2m bits of information exchange suffices to achieve the consensus at an exponential convergence rate.
Keywords
convergence; matrix algebra; multi-robot systems; observers; perturbation techniques; poles and zeros; 2m-th order real Jordan matrix; combinatorial identity; conjugate pole; connected undirected communication network; data rate problem; decoders; distributed control law; encoders; exponential convergence rate; high-order multiagent system; information exchange; perturbation analysis; poles; quantized consensus; quantized observer-based encoding-decoding scheme; unit circle; Convergence; Decentralized control; Eigenvalues and eigenfunctions; Information exchange; Multi-agent systems; Protocols; Quantization (signal);
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7039976
Filename
7039976
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