Scholarly PublicationRahim, M.A. and Ramasamy, M. and Tufa, L.D. and Faisal, A. (2014) Iterative closed-loop identification of MIMO systems using ARX-based Leaky Least Mean Square Algorithm. In: UNSPECIFIED.
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Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....
Abstract
Closed-loop identification of MIMO systems is considered. An iterative Leaky Least Mean Squares (LLMS) algorithm is proposed for the development of ARX structure. The performance of the proposed algorithm with respect to the existing recursive algorithms is investigated in a simulation study. The simulation results show that the proposed algorithm can produce more accurate parameter estimates than the conventional recursive algorithms. © 2014 IEEE.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Impact Factor: | cited By 2 |
| Uncontrolled Keywords: | Block codes; Identification (control systems); Iterative methods; MIMO systems; Systolic arrays, ARX; Closed loop identification; Least mean square algorithms; Least mean square(LMS); Least mean squares; Parameter estimate; Recursive algorithms; Simulation studies, Algorithms |
| Depositing User: | Ms Sharifah Fahimah Saiyed Yeop |
| Date Deposited: | 25 Mar 2022 09:05 |
| Last Modified: | 25 Mar 2022 09:05 |
| URI: | http://scholars.utp.edu.my/id/eprint/31305 |
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