Title
A new set-membership estimation method based on zonotopes and ellipsoids
Abstract
This paper presents a new approach for guaranteed state estimation based on zonotopes and ellipsoids for linear discrete-time systems with unknown but bounded perturbations and noises. At each sample time, a predicted state set is calculated by zonotopes and an outer bounding ellipsoid of the predicted state set is calculated. State estimation is calculated directly by intersects with an outer bounding ellipsoid and strip. The precision of the state estimation will increase as output order improves by this method. Two examples have been provided to clarify the algorithm.
Year
DOI
Venue
2018
10.1177/0142331216655398
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
Keywords
DocType
Volume
Ellipsoid,uncertain system set-membership,state estimation,zonotope
Journal
40.0
Issue
ISSN
Citations 
7
0142-3312
1
PageRank 
References 
Authors
0.36
18
3
Name
Order
Citations
PageRank
Fu-qiang You163.29
Hualu Zhang220.71
Fuli Wang35212.61