Identification of Continuous-Time Hammerstein Systems by Simultaneous Perturbation Stochastic Approximation

• Main Authors: Mohd Ashraf, Ahmad, Azuma, Shun-ichi, Sugie, Toshiharu
• Format: Article
• Language: English
• Published: Elsevier 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/11129/1/Identification%20of%20continuous1.pdf; http://umpir.ump.edu.my/id/eprint/11129/; http://dx.doi.org/10.1016/j.eswa.2015.08.041

This paper proposes an identification method for Hammerstein systems using simultaneous perturbation stochastic approximation (SPSA). Here, the structure of nonlinear subsystem is assumed to be unknown, while the structure of linear subsystem, such as the system order, is assumed to be available. Th...