DocumentCode
2242856
Title
Quantized average consensus via dynamic coding/decoding schemes
Author
Carli, Ruggero ; Bullo, Francesco ; Zampieri, Sandro
Author_Institution
Center for Control, Dynamical Syst. & Comput., Univ. of California at Santa Barbara, Santa Barbara, CA, USA
fYear
2008
fDate
9-11 Dec. 2008
Firstpage
4916
Lastpage
4921
Abstract
In the average consensus a set of linear systems has to be driven to the same final state which corresponds to the average of their initial states. This contribution presents a consensus strategy in which the systems can exchange information among themselves according to a fixed connected digital communication network. Beside the decentralized computational aspects induced by the choice of the communication network, we here have also to face the quantization effects due to the digital links. We here present and discuss two different encoding/decoding strategies with theoretical and simulation results on their performance.
Keywords
digital communication; encoding; linear systems; quantisation (signal); telecommunication control; telecommunication links; digital link; dynamic coding/decoding scheme; fixed connected digital communication network; information exchange; linear system; quantization effect; quantized average consensus; Additive noise; Analytical models; Computer networks; Control systems; Convergence; Decoding; Digital communication; Linear systems; Quantization; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location
Cancun
ISSN
0191-2216
Print_ISBN
978-1-4244-3123-6
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2008.4738886
Filename
4738886
Link To Document