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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234197