A Survey on Distributed Filtering and Fault Detection for Sensor Networks. (2nd January 2014)

• Record Type: Journal Article
• Authors: Dong, Hongli; Wang, Zidong; Ding, Steven X.; Gao, Huijun
• Other Names: He Xiao Academic Editor.
• Is Part Of: Mathematical problems in engineering. Volume 2014(2014)
• Publication Date: 2014-01-02
• Subjects: Engineering mathematics -- Periodicals; 510.2462
• DOI: 10.1155/2014/858624
• Languages: English
• ISSNs: 1024-123X

Abstract

Abstract : In recent years, theoretical and practical research on large-scale networked systems has gained an increasing attention from multiple disciplines including engineering, computer science, and mathematics. Lying in the core part of the area are the distributed estimation and fault detection problems that have recently been attracting growing research interests. In particular, an urgent need has arisen to understand the effects of distributed information structures on filtering and fault detection in sensor networks. In this paper, a bibliographical review is provided on distributed filtering and fault detection problems over sensor networks. The algorithms employed to study the distributed filtering and detection problems are categorised and then discussed. In addition, some recent advances on distributed detection problems for faulty sensors and fault events are also summarized in great detail. Finally, we conclude the paper by outlining future research challenges for distributed filtering and fault detection for sensor networks.