Title :
Estimation and detection of signals in multiplicative noise (Corresp.)
Author :
Willsky, Alan S.
fDate :
7/1/1975 12:00:00 AM
Abstract :
We consider a class of matrix signal processes that are received in the presence of multiplicative observation noise. By examining the differential version of the observation, we are able to derive finite-dimensional optimal detection-estimation equations that involve a linear filter with gain computed on-line using the incoming observations. An example involving the detection of an actuator failure on a rotating rigid body is considered.
Keywords :
Bibliographies; Lie groups; Signal detection; Signal estimation; Actuators; Differential equations; Gain; NASA; Nonlinear equations; Nonlinear filters; Signal detection; Signal mapping; Signal processing; Stochastic processes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1975.1055400