PSO and Linear LS for parameter estimation of NARMAX/NARMA/NARX models for non-linear data / Siti Muniroh Abdullah

• Main Author: Abdullah, Siti Muniroh
• Format: Thesis
• Language: English
• Published: 2017
• Subjects: Electric apparatus and materials. Electric circuits. Electric networks; Microelectronics
• Online Access: https://ir.uitm.edu.my/id/eprint/21667/1/TM_SITI%20MUNIROH%20ABDULLAH%20EE%2017_5.pdf; https://ir.uitm.edu.my/id/eprint/21667/

System Identification, a discipline for constructing models from dynamic systems, consist of three major steps: structure selection, parameter estimation and model validation. The parameter estimation step is concerned with the estimation of model parameters once the structure is known. Typically, p...