A Survey on Distributed Filtering and Fault Detection for Sensor Networks
Joint Authors
Ding, Steven X.
Dong, Hongli
Wang, Zidong
Gao, Huijun
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-02
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Dong, Hongli& Wang, Zidong& Ding, Steven X.& Gao, Huijun. 2014. A Survey on Distributed Filtering and Fault Detection for Sensor Networks. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-503931
Modern Language Association (MLA)
Dong, Hongli…[et al.]. A Survey on Distributed Filtering and Fault Detection for Sensor Networks. Mathematical Problems in Engineering No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-503931
American Medical Association (AMA)
Dong, Hongli& Wang, Zidong& Ding, Steven X.& Gao, Huijun. A Survey on Distributed Filtering and Fault Detection for Sensor Networks. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-503931
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-503931