Recent advances in multivariable system modeling and identification algorithms and their applications

作者: H. El-Sherief

DOI: 10.1002/SRES.3850010107

关键词: Systems modelingComputer scienceMathematical logicMultivariable calculusSystems analysisUnificationSubject (documents)AlgorithmMultivariable system identificationIdentification (information)

摘要: Due to the recent advances and diversity of subject modeling identification multivariable systems its important applications in many different traditional new areas, a need arises for unification existing literature on this subject. In paper, most algorithms that have been proposed identifying linear discrete-time from input-output data are studied classified according model used. Also, types related topics system features some when implemented dedicated computers with limited word length will be discussed. 95 references.

参考文章(73)
Ph. De Larminat, C. Doncarli, A real-time generalized least squares estimation method for identification of linear systems IFAC Proceedings Volumes. ,vol. 10, pp. 379- 384 ,(1977) , 10.1016/B978-0-08-022010-9.50054-2
H. El-Sherief, Adaptive least-squares for parametric spectral estimation and its application to pulse estimation and deconvolution of seismic data international conference on acoustics, speech, and signal processing. ,vol. 9, pp. 200- 203 ,(1984) , 10.1109/ICASSP.1984.1172381
T. Söderström, L. Ljung, I. Gustavsson, Paper: A theoretical analysis of recursive identification methods Automatica. ,vol. 14, pp. 231- 244 ,(1978) , 10.1016/0005-1098(78)90088-2
Howard Weinert, John Anton, Canonical forms for multivariable system identification conference on decision and control. ,vol. 11, pp. 37- 39 ,(1972) , 10.1109/CDC.1972.268936
G. Saridis, Stochastic approximation methods for identification and control--A survey IEEE Transactions on Automatic Control. ,vol. 19, pp. 798- 809 ,(1974) , 10.1109/TAC.1974.1100716
Mohamed Abu-el-magd, Naresh Sinha, Two New Algorithms for On-Line Modelling and Forecasting of the Load Demand of a Multinode Power System IEEE Power & Energy Magazine. ,vol. 7, pp. 3246- 3253 ,(1981) , 10.1109/TPAS.1981.316653
G. W. IRWIN, A. P. ROBERTS, The Luenberger canonical form in the state/parameter estimation of linear systems International Journal of Control. ,vol. 23, pp. 851- 864 ,(1976) , 10.1080/00207177608922206