Title :
Error bounds for open-loop identification problems
Author :
Wang, L.Y. ; Yin, G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wayne State Univ., Detroit, MI, USA
Abstract :
This note summarizes a novel framework of system identification to capture the features of systems subject to both deterministic unmodelled dynamics and stochastic disturbances. Using the concepts of persistent identification, control-oriented system modeling and stochastic analysis, we investigate the central issues of time complexity in such identification problems
Keywords :
computational complexity; identification; modelling; stochastic systems; control-oriented system modeling; deterministic unmodelled dynamics; error bounds; open-loop identification problems; persistent identification; stochastic analysis; stochastic disturbances; system identification; time complexity; Centralized control; Control system synthesis; Convolution; Modeling; Open loop systems; Random variables; Stochastic systems; System identification;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.762021
