Title :
On identifiability of finite dimensional linear systems
Author :
Heij, Christiaan
Author_Institution :
Dept. of Math., State Univ. Limburg, Netherlands
Abstract :
The problem of system identification on the basis of an observed time series is considered for the class of linear, time-invariant, complete systems. A concept of system identifiability is defined. A procedure for exact modeling of multivariable finite time series is introduced which has the desirable properties of monotonicity and convergence. The class of controllable systems is identifiable by this procedure
Keywords :
identification; linear systems; multidimensional systems; time series; convergence; finite dimensional systems; identifiability; linear systems; monotonicity; multidimensional systems; multivariable finite time series; time-invariant systems; Control system synthesis; Control systems; Convergence; Discrete time systems; Equations; Linear systems; Mathematics; System identification; Time invariant systems; Time series analysis;
Conference_Titel :
Decision and Control, 1988., Proceedings of the 27th IEEE Conference on
Conference_Location :
Austin, TX
DOI :
10.1109/CDC.1988.194642
