Title :
Fault detection in flight control systems based on the generalized variance of the Kalman filter innovation sequence
Author :
Hajiyev, Chingiz M. ; Caliskan, Fikret
Author_Institution :
Dept. of Aeronaut. Eng., Istanbul Tech. Univ., Turkey
Abstract :
For multidimensional dynamic systems a sensor fault detection algorithm based on the confidence interval of the generalized variance of the Kalman filter innovation sequence, is presented. The longitudinal dynamics of an aircraft control system, as an example, is considered, and detection of the fault in the air velocity sensor affecting the covariance matrix of the Kalman filter is examined
Keywords :
Kalman filters; aircraft control; covariance matrices; dynamics; fault diagnosis; filtering theory; multidimensional systems; sequences; Kalman filter innovation sequence; air velocity sensor; confidence interval; fault detection; flight control systems; generalized variance; longitudinal dynamics; multidimensional dynamic systems; Aerospace control; Aircraft navigation; Covariance matrix; Electrical fault detection; Fault detection; Kalman filters; Radio navigation; Sensor systems; Technological innovation; White noise;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.782750