MULTIVARIABLE CLOSED-LOOP SYSTEM IDENTIFICATION USING ITERATIVE LEAKY LEAST MEAN SQUARES METHOD

• Main Author: MOHAMED OSMAN, MOHAMED ABDELRAHIM
• Format: Thesis
• Language: English
• Published: 2017
• Subjects: TP Chemical technology
• Online Access: http://utpedia.utp.edu.my/id/eprint/21904/1/2016%20-CHEMICAL%20-%20MULTIVARIABLE%20CLOSED-LOOP%20SYSTEM%20IDENTIFICATION%20USING%20ITERATIVE%20LEAKY%20LEAST%20MEAN%20SQUARES%20METHOD%20-%20MOHAMED%20ABDELRAHIM%20MOHAMED%20OSMAN.pdf; http://utpedia.utp.edu.my/id/eprint/21904/

Channel isolation usmg partial correlation analysis and estimation of model parameters in the conventional multivariable closed-loop system identification approaches use the method of Least Square (LS) with the limitations, viz. (I) large estimation bias due to the highly correlated input signals...