Title :
On the Use of Equality Constraints in the Identification of Volterra–Laguerre Models
Author :
Diouf, C. ; Telescu, M. ; Cloastre, P. ; Tanguy, N.
Author_Institution :
Lab.-STICC, Univ. Eur. de Bretagne, Brest, France
Abstract :
This letter focuses on the a posteriori correction of Volterra-Laguerre models in order to meet specific static or dynamic requirements. The authors set a general theoretical framework and provide an illustrative example.
Keywords :
Volterra series; filtering theory; identification; polynomials; Lagrange multiplier; Volterra-Laguerre model identification; a posteriori correction; dynamic requirement; equality constraint; linear constraint; nonlinear system; polynomial filter; static requirement; Computational modeling; Kernel; Materials; Mathematical model; Nonlinear systems; Polynomials; Lagrange multiplier; Volterra–Laguerre model; linear constraint; nonlinear system; polynomial filter;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2012.2223463
