Title
Model Reduction Based Set-Membership Filtering with Linear State Equality Constraints
Abstract
The problem of set-membership state estimation for a discrete-time linear system with linear state equality constraints is considered. A model reduction based set-membership state estimation recursive algorithm is proposed. The proposed algorithm can reduce the conservativeness of an existing full space estimation method, enhance the numerical stability, and further reduce the computational load. Two simulation examples are shown to verify the estimation performance of the algorithm.
Year
DOI
Venue
2013
10.1109/TAES.2013.6494424
IEEE Trans. Aerospace and Electronic Systems
Keywords
Field
DocType
Ellipsoids,Filtering,State estimation,Reduced order systems,Mathematical model,Linear systems
Mathematical optimization,Recursion (computer science),Linear system,Control theory,Filter (signal processing),Numerical analysis,Filtering theory,Numerical stability,Mathematics
Journal
Volume
Issue
ISSN
49
2
0018-9251
Citations 
PageRank 
References 
2
0.39
4
Authors
3
Name
Order
Citations
PageRank
Hao Wu114318.69
Wei Wang2593.64
Hao Ye325125.45