Distributed Filter with Consensus Strategies for Sensor Networks

• Published in: Journal of Applied Mathematics Vol. 2013; no. 2013; pp. 853 - 861-592
• Main Authors: Xie, Li, Caimou, Huang, Hu, Roland
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Limiteds 01.01.2013; Hindawi Puplishing Corporation; Hindawi Publishing Corporation; John Wiley & Sons, Inc; Wiley
• Subjects: Algorithms; Dynamical systems; Dynamics; Electronic data processing; Engineering research; Kalman filtering; Mathematical models; Mathematical research; Networks; Optimization; Properties; Sensors; State estimation; Strategy; Wireless sensor networks

Consensus algorithm for networked dynamic systems is an important research problem for data fusion in sensor networks. In this paper, the distributed filter with consensus strategies known as Kalman consensus filter and information consensus filter is investigated for state estimation of distributed...