Title
H∞ filtering for networked linear systems with multiple packet dropouts and random delays.
Abstract
This paper is concerned with an H∞ filtering problem for the network-based linear systems with multiple packet dropouts and random delays. Due to the limited bandwidths of communication channels, the measured outputs will be delayed or even be lost during the transmission from the sensor to the remote filter, where the delays are randomly varying but bounded and packet dropouts are possibly consecutive. Based on a recent developed model that describes the phenomena of packet dropouts and time delays simultaneously, an H∞ filter is designed to ensure the filtering error system to be mean-square exponentially stable and guarantee a prescribed H∞ filtering performance. A sufficient condition for the existence of such a filter is provided via a linear matrix inequality (LMI) method. The effectiveness and applicability of the proposed algorithm is demonstrated by a practical F-404 aircraft engine system.
Year
DOI
Venue
2015
10.1016/j.dsp.2015.07.008
Digital Signal Processing
Keywords
Field
DocType
H∞ filtering,Packet dropout,Random delay,Networked system,Linear matrix inequality
Linear system,Control theory,Network packet,Filter (signal processing),Communication channel,Filtering problem,Exponential stability,Mathematics,Linear matrix inequality,Bounded function
Journal
Volume
ISSN
Citations 
46
1051-2004
4
PageRank 
References 
Authors
0.41
19
2
Name
Order
Citations
PageRank
Xiu-Ying Li1110.88
Shuli Sun273452.41