Title
Fault-tolerant compression filters by time-propagated measurement fusion
Abstract
For fault-tolerant real-time filtering, an efficient two-filter architecture is proposed. In the two-filter architecture, a host filter is operated permanently. A compression filter (CF) is intermittently initialized and operated during prescribed time intervals to handle measurements susceptible to soft faults. New CFs are derived based on time-propagated measurement concept. The derived de-correlated full error-state CF and correlated partial error-state CF facilitate a number of different ways of ordering out-of-normal-sequence measurements, provide efficient state estimates with consistent error covariance information, and make fault detection and isolation convenient.
Year
DOI
Venue
2007
10.1016/j.automatica.2006.09.005
Automatica
Keywords
Field
DocType
Real-time,Fault,Detection,Isolation,Information,Fusion,Compression,Filter
Compression (physics),Fault detection and isolation,Filter (signal processing),Fusion,Real-time computing,Fault tolerance,Mathematics,Covariance
Journal
Volume
Issue
ISSN
43
2
0005-1098
Citations 
PageRank 
References 
1
0.50
1
Authors
2
Name
Order
Citations
PageRank
Hyung Keun Lee1113.19
Jang Gyu Lee25111.04