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Broadcast gossip algorithm with quantization

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3 Author(s)
Na Wang ; Sch. of Sci., Anhui Univ. of Sci. & Technol., Huainan, China ; Dequan Li ; Zhixiang Yin

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.

Published in:

Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on

Date of Conference:

29-31 May 2012