Multi-innovation stochastic gradient parameter estimation for input nonlinear controlled autoregressive models

Yongsong Xiao; Guanglei Song; Yuwu Liao; Ruifeng Ding

doi:10.1007/s12555-012-0322-8

Multi-innovation stochastic gradient parameter estimation for input nonlinear controlled autoregressive models

International Journal of Control Automation and Systems ◽

10.1007/s12555-012-0322-8 ◽

2012 ◽

Vol 10 (3) ◽

pp. 639-643 ◽

Cited By ~ 22

Author(s):

Yongsong Xiao ◽

Guanglei Song ◽

Yuwu Liao ◽

Ruifeng Ding

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Autoregressive Models ◽

Gradient Parameter

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Modified stochastic gradient parameter estimation algorithms for a nonlinear two-variable difference system

International Journal of Control Automation and Systems ◽

10.1007/s12555-015-0185-x ◽

2016 ◽

Vol 14 (6) ◽

pp. 1493-1500 ◽

Cited By ~ 6

Author(s):

Jing Chen ◽

Bin Jiang

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Difference System ◽

Estimation Algorithms ◽

Gradient Parameter

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Recursive Least Squares and Multi-innovation Stochastic Gradient Parameter Estimation Methods for Signal Modeling

Circuits Systems and Signal Processing ◽

10.1007/s00034-016-0378-4 ◽

2016 ◽

Vol 36 (4) ◽

pp. 1735-1753 ◽

Cited By ~ 99

Author(s):

Ling Xu ◽

Feng Ding

Keyword(s):

Parameter Estimation ◽

Least Squares ◽

Stochastic Gradient ◽

Recursive Least Squares ◽

Estimation Methods ◽

Signal Modeling ◽

Gradient Parameter ◽

Parameter Estimation Methods

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Self-tuning control based on multi-innovation stochastic gradient parameter estimation

Systems & Control Letters ◽

10.1016/j.sysconle.2008.08.005 ◽

2009 ◽

Vol 58 (1) ◽

pp. 69-75 ◽

Cited By ~ 120

Author(s):

Jiabo Zhang ◽

Feng Ding ◽

Yang Shi

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Self Tuning ◽

Gradient Parameter

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Auxiliary model based multi-innovation extended stochastic gradient parameter estimation with colored measurement noises

Signal Processing ◽

10.1016/j.sigpro.2009.03.020 ◽

2009 ◽

Vol 89 (10) ◽

pp. 1883-1890 ◽

Cited By ~ 159

Author(s):

Feng Ding ◽

Peter X. Liu ◽

Guangjun Liu

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Auxiliary Model ◽

Model Based ◽

Gradient Parameter ◽

Measurement Noises

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Hierarchical stochastic gradient parameter estimation algorithms for multivariable systems with colored noises

2009 American Control Conference ◽

10.1109/acc.2009.5159807 ◽

2009 ◽

Author(s):

Feng Ding ◽

Yanjun Liu

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Multivariable Systems ◽

Estimation Algorithms ◽

Gradient Parameter

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The data filtering based generalized stochastic gradient parameter estimation algorithms for multivariate output-error autoregressive systems using the auxiliary model

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-017-0529-1 ◽

2017 ◽

Vol 29 (4) ◽

pp. 1781-1800 ◽

Cited By ~ 3

Author(s):

Qinyao Liu ◽

Feng Ding

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Data Filtering ◽

Auxiliary Model ◽

Estimation Algorithms ◽

Output Error ◽

Gradient Parameter

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Three‐stage forgetting factor stochastic gradient parameter estimation methods for a class of nonlinear systems

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5323 ◽

2020 ◽

Author(s):

Yan Ji ◽

Zhen Kang

Keyword(s):

Parameter Estimation ◽

Nonlinear Systems ◽

Stochastic Gradient ◽

Estimation Methods ◽

Forgetting Factor ◽

Gradient Parameter ◽

Parameter Estimation Methods

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Auxiliary model multiinnovation stochastic gradient parameter estimation methods for nonlinear sandwich systems

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5266 ◽

2020 ◽

Vol 31 (1) ◽

pp. 148-165

Author(s):

Ling Xu ◽

Feng Ding ◽

Erfu Yang

Keyword(s):

Parameter Estimation ◽

Stochastic Gradient ◽

Estimation Methods ◽

Auxiliary Model ◽

Gradient Parameter ◽

Parameter Estimation Methods

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Data filtering based maximum likelihood forgetting factor stochastic gradient parameter estimation algorithm for feedback nonlinear systems with colored noise

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8244086 ◽

2017 ◽

Author(s):

Junhong Li ◽

Xiao Li ◽

Jiali Zhang

Keyword(s):

Parameter Estimation ◽

Maximum Likelihood ◽

Nonlinear Systems ◽

Colored Noise ◽

Estimation Algorithm ◽

Stochastic Gradient ◽

Data Filtering ◽

Forgetting Factor ◽

Parameter Estimation Algorithm ◽

Gradient Parameter

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Maximum likelihood stochastic gradient parameter estimation algorithm for multi-input multi-output systems

The 26th Chinese Control and Decision Conference (2014 CCDC) ◽

10.1109/ccdc.2014.6852237 ◽

2014 ◽

Author(s):

Junhong Li ◽

Ping Jiang ◽

Yi Yang

Keyword(s):

Parameter Estimation ◽

Maximum Likelihood ◽

Estimation Algorithm ◽

Stochastic Gradient ◽

Parameter Estimation Algorithm ◽

Gradient Parameter

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