The problem of parameter estimation in linear discrete-time systems with random coefficients is discussed. In particular, the maximum-likelihood estimators and their consistency for the defined structure of the model are derived. The estimators have a structure similar to that of the least square estimators for the linear discrete-time system with constant coefficients
Published in:
Automatic Control, IEEE Transactions on
(Volume:36
,
Issue:
10
)
Date of Publication: Oct 1991