DocumentCode
2550160
Title
Broadcast gossip algorithm with quantization
Author
Wang, Na ; Li, Dequan ; Yin, Zhixiang
Author_Institution
Sch. of Sci., Anhui Univ. of Sci. & Technol., Huainan, China
fYear
2012
fDate
29-31 May 2012
Firstpage
2143
Lastpage
2147
Abstract
The paper studies the problem of asynchronous broadcast gossip average consensus with quantized information communication constraints. How quantization affects the evolution of the broadcast gossip average consensus algorithm is investigated. We show that the agents´ states converge to a random variable that deviates from the average of the agents´ initial states. We give result of the mean square error of the states, which depends on the quantized precision and the network parameters.
Keywords
broadcast communication; mean square error methods; quantisation (signal); asynchronous broadcast gossip; average consensus; mean square error; quantization; quantized information communication constraints; quantized precision; random variable; Algorithm design and analysis; Clocks; Educational institutions; Mean square error methods; Quantization; Topology; Vectors; Average consensus; Broadcast Gossip algorithm; Distributed; Quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location
Sichuan
Print_ISBN
978-1-4673-0025-4
Type
conf
DOI
10.1109/FSKD.2012.6234197
Filename
6234197
Link To Document