Average Consensus Analysis of Distributed Inference with Uncertain Markovian Transition Probability. (20th November 2013)

• Record Type: Journal Article
• Authors: Kim, Won Il; Xiong, Rong; Zhu, Qiuguo; Wu, Jun
• Other Names: Sun Shuli Academic Editor.
• Is Part Of: Mathematical problems in engineering. Volume 2013(2013)
• Publication Date: 2013-11-20
• Subjects: Engineering mathematics -- Periodicals; 510.2462
• DOI: 10.1155/2013/505848
• Languages: English
• ISSNs: 1024-123X

Abstract

Abstract : The average consensus problem of distributed inference in a wireless sensor network under Markovian communication topology of uncertain transition probability is studied. A sufficient condition for average consensus of linear distributed inference algorithm is presented. Based on linear matrix inequalities and numerical optimization, a design method of fast distributed inference is provided.