no code implementations • 26 Jul 2023 • Xiaozhu Fang, Tianshi Chen
Through one decade's development, the kernel-based regularization method (KRM) has become a complement to the classical maximum likelihood/prediction error method and an emerging new system identification paradigm.
no code implementations • 7 Mar 2023 • Xian Yu, Xiaozhu Fang, Biqiang Mu, Tianshi Chen
For data-driven iterative learning control (ILC) methods, both the model estimation and controller design problems are converted to parameter estimation problems for some chosen model structures.