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

QR Code

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

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...

Full description

Bibliographic Details
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/ http://umpir.ump.edu.my/id/eprint/11129/1/Identification%20of%20continuous1.pdf

Similar Items

Identification of hammerstain model using stochastic perturbation simultaneous approximation
by: Nurriyah, Mohd Noor
Published: (2016)

A hybrid metaheuristic algorithm for identification of continuous-time Hammerstein systems
by: Jui, Julakha Jahan, et al.
Published: (2021)

A Model-Free PID Tuning to Slosh Control Using Simultaneous Perturbation Stochastic Approximation
by: Mohd Ashraf, Ahmad, et al.
Published: (2015)

Using normalized simultaneous perturbation stochastic approximation for stable convergence in model-free control scheme
by: Mohd Ashraf, Ahmad, et al.
Published: (2018)

Identification of continuous-time hammerstein system using sine cosine algorithm
by: E. F., Junis, et al.
Published: (2019)

Simultaneous perturbation stochastic approximation optimization for energy management strategy of HEV
by: Muhammad Fadhlan, Afif Bin Nazri, et al.
Published: (2018)

Identification of continuous-time hammerstein model using improved archimedes optimization algorithm
by: Islam, Muhammad Shafiqul, et al.
Published: (2024)

A data-driven PID controller for flexible joint manipulator using normalized simultaneous perturbation stochastic approximation
by: Nik Mohd Zaitul Akmal, Mustapha, et al.
Published: (2018)

Thermoelectric cooler identification based on continuous-time hammerstein model using metaheuristics algorithm
by: Jui, Julakha Jahan, et al.
Published: (2021)

Grey wolf optimizer for identification of liquid slosh behavior using continuous-time hammerstein model
by: Mohd Ashraf, Ahmad, et al.
Published: (2020)

Identification of the continuous-time Hammerstein models with sparse measurement data using improved marine predators algorithm
by: Mohd Zaidi, Mohd Tumari, et al.
Published: (2024)

Smoothed functional algorithm with norm-limited update vector for identification of continuous-time fractional-order Hammerstein Models
by: Mok, Ren Hao, et al.
Published: (2024)

Identification of the thermoelectric cooler using hybrid multi-verse optimizer and sine cosine algorithm based continuous-time Hammerstein model
by: Ahmad, Mohd Ashraf
Published: (2021)

Continuous-time Hammerstein model identification utilizing hybridization of augmented sine cosine algorithm and game-theoretic approach
by: Mohd Helmi, Suid, et al.
Published: (2024)

Model-free controller design based on simultaneous perturbation stochastic approximation
by: Mohd Ashraf, Ahmad
Published: (2015)

Identification of continuous-time model of hammerstein system using modified multi-verse optimizer
by: Most. Julakha, Jahan Jui
Published: (2021)

Data-driven continuous-time Hammerstein modeling with missing data using improved Archimedes optimization algorithm
by: Islam, Muhammad Shafiqul, et al.
Published: (2024)

Normalized SPSA for Hammerstein model identification of twin rotor and electro-mechanical positioning systems
by: Nik Mohd Zaitul Akmal, Mustapha, et al.
Published: (2025)

Safe experimentation dynamics algorithm for identification of cupping suction based on the nonlinear Hammerstein model
by: Kavindran, Suresh, et al.
Published: (2023)

A study on model-free approach for liquid slosh suppression based on stochastic approximation
by: Ahmad, Mohd Ashraf

A data-driven PID controller for flexible joint manipulator using normalized simultaneous perturbation stochastic approximation
by: N.M.Z.A., Mustapha, et al.
Published: (2019)

Modified Sine Cosine Algorithm for Identification of Liquid Slosh based on Continuous-time Hammerstein Model
by: Jui, Julakha Jahan, et al.
Published: (2020)

Identification of Liquid Slosh Behavior using Continuous-time Hammerstein Model based Sine Cosine Algorithm
by: Jui, Julakha Jahan, et al.
Published: (2021)

Metaheuristics algorithms to identify nonlinear Hammerstein model: A decade survey
by: Jui, Julakha Jahan, et al.
Published: (2022)

Mating-based manta ray foraging optimization for fuzzy-hammerstein model of an electric water heater
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2024)

Simultaneous Computation of Model Order and Parameter Estimation for System Identification Based on Gravitational Search Algorithm
by: Kamil Zakwan, Mohd Azmi, et al.
Published: (2015)

Simulation of single dual-band perturbed printed antenna
by: Esa, Mazlina, et al.
Published: (2003)

Embedded perturbed dual operation antenna design for wireless system
by: Andiappen, Navindran
Published: (2007)

Simultaneous computation of model order and parameter estimation for system identification based on opposition-based simulated Kalman filter
by: Badaruddin, Muhammad, et al.
Published: (2018)

Simultaneous spectral recovery of long-period grating sensor array using optical time-division multiplexing
by: Faidz, Abd. Rahman
Published: (2012)

Identification and Characteristics of Parallel Actuation Robot’s Leg Configuration Using Hammerstein-Wiener Approach
by: Guni, Geogia, et al.
Published: (2016)

Computational time analysis in extended kalman filter based simultaneous localization and mapping
by: Maziatun, Mohamad Mazlan
Published: (2023)

Wavelet Analysis: Comparison of Approximation and Details For Mammogram Classification
by: Brahim Belhaouari, samir, et al.
Published: (2009)

Solving dissipative nonlinear schrodinger equation with variable coefficient using homotopy perturbation method
by: Mohd Yazid, Nazatulsyima, et al.
Published: (2017)

Experimental investigation of dual operation EMC-fed antenna having dual-perturbed structures
by: Esa, Mazlina, et al.
Published: (2004)

Discrete-time nonlinear stochastic optimal control problem based on stochastic approximation approach
by: Kek, Sie Long, et al.
Published: (2018)

The Effect of Intermittent Measurement in Simultaneous Localization and Mapping
by: Nur Aqilah, Othman, et al.
Published: (2013)

Active integrated antenna with simultaneous transmit and receive
by: Xuefeng, Qi
Published: (2007)

Adaptive control of robotic arm carrying uncertain time-varying payload based on function approximation technique
by: Zainul Azlan, Norsinnira, et al.
Published: (2014)

Wiener–Hammerstein Modeling of Nonlinear Effects in Bilinear Systems
by: Tan, A.H.
Published: (2006)