Simultaneous computation of model order and parameter estimation for ARX model based on single swarm and multi swarm simulated Kalman filter

• Main Authors: Kamil Zakwan, Mohd Azmi, Zuwairie, Ibrahim, Pebrianti, Dwi, Mohd Saberi, Mohamad
• Format: Article
• Language: English
• Published: UTeM 2017
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/21537/1/Simultaneous%20computation%20of%20model%20order%20and%20parameter%20estimation%20for%20ARX%20model.pdf; http://umpir.ump.edu.my/id/eprint/21537/; http://journal.utem.edu.my/index.php/jtec/article/view/1761
• Institution: Universiti Malaysia Pahang

Motivated by the estimation capability of Kalman filter, a new meta-heuristic optimization algorithm known as Simulated Kalman Filter (SKF) has been introduced recently. According to the components of Kalman filtering, which includes prediction, measurement, and estimation, the global minimum/maximu...