Average Consensus in Multiagent Systems with the Problem of Packet Losses When Using the Second-Order Neighbors’ Information
Author(s) -
Mei Yu,
Lijuan Li,
Guangming Xie,
Hong Shi
Publication year - 2014
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/2014/304126
Subject(s) - network packet , bernoulli's principle , order (exchange) , discretization , computer science , multi agent system , process (computing) , graph , consensus , undirected graph , mathematical optimization , theoretical computer science , mathematics , computer network , artificial intelligence , engineering , mathematical analysis , finance , economics , aerospace engineering , operating system
This paper mainly investigates the average consensus of multiagent systems with the problem of packet losses when both the first-order neighbors’ information and the second-order neighbors’ information are used. The problem is formulated under the sampled-data framework by discretizing the first-order agent dynamics with a zero-order hold. The communication graph is undirected and the loss of data across each communication link occurs at certain probability, which is governed by a Bernoulli process. It is found that the distributed average consensus speeds up by using the second-order neighbors’ information when packets are lost. Numerical examples are given to demonstrate the effectiveness of the proposed methods
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