Title
A Distributed Observer for a Discrete-Time Linear System
Abstract
A simply structured distributed observer is described for estimating the state of a discrete-time, jointly observable, input-free, linear system whose sensed outputs are distributed across a time-varying network. It is explained how to construct the local estimators which comprise the observer so that their state estimation errors all converge exponentially fast to zero at a fixed, but arbitrarily chosen rate provided the network's graph is strongly connected for all time. This is accomplished by exploiting several well-known properties of invariant subspaces plus several kinds of suitably defined matrix norms.
Year
DOI
Venue
2019
10.1109/CDC40024.2019.9030226
2019 IEEE 58th Conference on Decision and Control (CDC)
Keywords
DocType
ISSN
discrete-time linear system,time-varying network,local estimators,state estimation errors,distributed observer,network graph,defined matrix norms
Conference
0743-1546
ISBN
Citations 
PageRank 
978-1-7281-1399-9
1
0.36
References 
Authors
9
4
Name
Order
Citations
PageRank
Lili Wang118610.46
Ji Liu214626.61
A. Stephen Morse34285588.67
Brian D. O. Anderson43727471.00