Title
Centralized H∞ Fusion Filter Design in Multi-sensor Nonlinear Fusion System
Abstract
Centralized nonlinear fusion filter design problem is to construct an asymptotically stable observer that leads to a stable estimation error process whose L2 gain with respect to disturbance signal is less than a prescribed level for state estimation of the multi-sensor fusion system. This paper tries to resolve the problem in using of Hinfin filtering theory and LMI methods under certain conditions. Finally, a simulation example is given to illustrate the effectiveness of our methods.
Year
DOI
Venue
2008
10.1109/RAMECH.2008.4681338
RAM
Keywords
Field
DocType
observers,centralized hinfin fusion filter design,lmi,lmi methods,h∞ filtering,multisensor nonlinear fusion system,nonlinear fusion system,linear matrix inequalities,filtering theory,h∞filtering,hinfin control,asymptotically stable observer,sensor fusion,robustness,filtering,filter design,kalman filters,stochastic processes
Nonlinear system,Control theory,Stochastic process,Filter (signal processing),Robustness (computer science),Kalman filter,Control engineering,Sensor fusion,Observer (quantum physics),Mathematics,Filter design
Conference
ISBN
Citations 
PageRank 
978-1-4244-1676-9
0
0.34
References 
Authors
4
5
Name
Order
Citations
PageRank
Qing-Hua Li1156388.15
Hongjun Wang266151.68
Jun Du312.40
Xuezhen Liu4615.24
Fei Lin532.78