An efficient recursive identification algorithm for multilinear systems based on tensor decomposition

• Published in: International journal of robust and nonlinear control Vol. 31; no. 16; pp. 7920 - 7936
• Main Authors: Wang, Yanjiao, Yang, Ling
• Format: Journal Article
• Language: English
• Published: Bognor Regis Wiley Subscription Services, Inc 10.11.2021
• Subjects: Algorithms; Decomposition; Identification; Identification methods; Mathematical models; multilinear systems; multi‐innovation identification theory; Norms; Parameter estimation; Parameter identification; recursive identification; System identification; tensor decomposition; Tensors

There are many important fields involving the multilinear system identification. A great number of parameters to be identified is an important challenge, leading to the need for tensorial decomposition and modeling of such systems. This article is about the parameter estimation of the higher‐order m...