Maximum likelihood-based recursive least-squares estimation for multivariable systems using the data filtering technique

International Journal of Systems Science ◽

10.1080/00207721.2019.1590664 ◽

2019 ◽

Vol 50 (6) ◽

pp. 1121-1135 ◽

Author(s):

Huafeng Xia ◽

Yongqing Yang ◽

Feng Ding ◽

Ahmed Alsaedi ◽

Tasawar Hayat

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

Multivariable Systems ◽

Data Filtering ◽

Filtering Technique

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Recursive Least-squares Estimation for Multivariable Systems Based on the Maximum Likelihood Principle

International Journal of Control Automation and Systems ◽

10.1007/s12555-018-0912-1 ◽

2019 ◽

Vol 18 (2) ◽

pp. 503-512 ◽

Author(s):

Huafeng Xia ◽

Yongqing Yang ◽

Feng Ding

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

Multivariable Systems ◽

Likelihood Principle ◽

Maximum Likelihood Principle

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Maximum Likelihood Recursive Least Squares Estimation for Multivariable Systems

Circuits Systems and Signal Processing ◽

10.1007/s00034-014-9783-8 ◽

2014 ◽

Vol 33 (9) ◽

pp. 2971-2986 ◽

Author(s):

Junhong Li ◽

Feng Ding ◽

Ping Jiang ◽

Daqi Zhu

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

Multivariable Systems

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Recursive least-squares algorithm for a characteristic model with coloured noise by means of the data filtering technique

International Journal of Systems Science ◽

10.1080/00207721.2021.1889707 ◽

2021 ◽

pp. 1-17

Author(s):

Lanjie Guo ◽

Hao Wang ◽

Zhe Lin

Keyword(s):

Least Squares ◽

Recursive Least Squares ◽

Data Filtering ◽

Characteristic Model ◽

Coloured Noise ◽

Recursive Least Squares Algorithm ◽

Filtering Technique ◽

Least Squares Algorithm

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Maximum Likelihood-Based Recursive Least-Squares Algorithm for Multivariable Systems with Colored Noises Using the Decomposition Technique

Circuits Systems and Signal Processing ◽

10.1007/s00034-018-0904-7 ◽

2018 ◽

Vol 38 (3) ◽

pp. 986-1004 ◽

Author(s):

Huafeng Xia ◽

Yan Ji ◽

Ling Xu ◽

Tasawar Hayat

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Recursive Least Squares ◽

Multivariable Systems ◽

Decomposition Technique ◽

Recursive Least Squares Algorithm ◽

Least Squares Algorithm

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Maximum likelihood recursive least squares estimation for multivariate equation-error ARMA systems

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2018.07.041 ◽

2018 ◽

Vol 355 (15) ◽

pp. 7609-7625 ◽

Author(s):

Lijuan Liu ◽

Yan Wang ◽

Cheng Wang ◽

Feng Ding ◽

Tasawar Hayat

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

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The filtering based maximum likelihood recursive least squares estimation for multiple-input single-output systems

Applied Mathematical Modelling ◽

10.1016/j.apm.2015.08.015 ◽

2016 ◽

Vol 40 (3) ◽

pp. 2106-2118 ◽

Author(s):

Feiyan Chen ◽

Feng Ding

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

Single Output ◽

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Maximum Likelihood Least Squares Based Iterative Estimation for a Class of Bilinear Systems Using the Data Filtering Technique

International Journal of Control Automation and Systems ◽

10.1007/s12555-019-0191-5 ◽

2019 ◽

Vol 18 (6) ◽

pp. 1581-1592 ◽

Author(s):

Meihang Li ◽

Ximei Liu

Keyword(s):

Maximum Likelihood ◽

Least Squares ◽

Bilinear Systems ◽

Data Filtering ◽

Iterative Estimation ◽

Filtering Technique

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Data filtering based recursive least squares estimation algorithm for a class of Wiener nonlinear systems

Proceeding of the 11th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2014.7053001 ◽

2014 ◽

Author(s):

Qijia Chen ◽

Ya Gu ◽

Feng Ding

Keyword(s):

Nonlinear Systems ◽

Least Squares ◽

Estimation Algorithm ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

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Recursive least squares estimation methods for a class of nonlinear systems based on non‐uniform sampling

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.3263 ◽

2021 ◽

Author(s):

Qilin Liu ◽

Feiyan Chen ◽

Feng Ding ◽

Ahmed Alsaedi ◽

Tasawar Hayat

Keyword(s):

Nonlinear Systems ◽

Least Squares ◽

Least Squares Estimation ◽

Recursive Least Squares ◽

Estimation Methods ◽

Uniform Sampling ◽

Non Uniform Sampling

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Recursive least squares parameter estimation for non-uniformly sampled systems based on the data filtering

Mathematical and Computer Modelling ◽

10.1016/j.mcm.2011.02.014 ◽

2011 ◽

Vol 54 (1-2) ◽

pp. 315-324 ◽

Author(s):

Li Xie ◽

Huizhong Yang ◽

Feng Ding

Keyword(s):

Parameter Estimation ◽

Least Squares ◽

Recursive Least Squares ◽

Data Filtering ◽

Sampled Systems

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