Search Results - hierarchical least squares algorithm

Hierarchical recursive least squares algorithms for Hammerstein nonlinear autoregressive output‐error systems by Kang, Zhen, Ji, Yan, Liu, Ximei

“… parameters related to the noise model. A hierarchical recursive least squares algorithm is proposed based on the hierarchical identification principle for interactively identifying each subsystem…”
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Hierarchical Least Squares Estimation Algorithm for Hammerstein-Wiener Systems by Dong-Qing Wang, Feng Ding

“… A hierarchical least squares algorithm is presented for the Hammerstein-Wiener system by using the auxiliary model identification idea and the hierarchical identification principle…”
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Hierarchical gradient‐ and least‐squares‐based iterative estimation algorithms for input‐nonlinear output‐error systems from measurement information by using the over‐parameterization by Ding, Feng, Xu, Ling, Zhang, Xiao, Ma, Hao

“…‐parameterization model and the hierarchical identification principle, an over‐parameterization…”
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A hierarchical least squares identification algorithm for Hammerstein nonlinear systems using the key term separation by Ding, Feng, Chen, Huibo, Xu, Ling, Dai, Jiyang, Li, Qishen, Hayat, Tasawar

“…, and then a hierarchical least squares (HLS) algorithm is developed for estimating all parameters involving in the subsystems…”
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Hierarchical least squares parameter estimation algorithm for two-input Hammerstein finite impulse response systems by Ji, Yan, Jiang, Xiaokun, Wan, Lijuan

“… A hierarchical least squares algorithm is proposed for improving the computational efficiency through combining the hierarchical identification principle and the identification model decomposition…”
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Hierarchical Recursive Least Squares Estimation Algorithm for Second-order Volterra Nonlinear Systems by Jian Pan, Sunde Liu, Jun Shu, Xiangkui Wan

“… In order to overcome the excessive calculation amount of the Volterra systems, a hierarchical least squares algorithm is proposed through combining the hierarchical identification principle…”
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Decomposition strategy-based hierarchical least mean square algorithm for control systems from the impulse responses by Xu, Ling, Ding, Feng, Zhu, Quanmin

“… as the identification experimental data. In order to acquire high accuracy and stable performance, a hierarchical least mean square method is designed by means…”
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Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization by Hou, Liangshao, Chu, Delin, Liao, Li-Zhi

“…The hierarchical alternating least squares (HALS) algorithms are powerful tools for nonnegative matrix factorization (NMF…”
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Identification of multivariable nonlinear systems in the presence of colored noises using iterative hierarchical least squares algorithm by Jafari, Masoumeh, Salimifard, Maryam, Dehghani, Maryam

“…This paper presents an efficient method for identification of nonlinear Multi-Input Multi-Output (MIMO) systems in the presence of colored noises. The method…”
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Hierarchical Recursive Least Squares Estimation Algorithm for Secondorder Volterra Nonlinear Systems by Pan, Jian, Liu, Sunde, Shu, Jun, Wan, Xiangkui

“… In order to overcome the excessive calculation amount of the Volterra systems, a hierarchical least squares algorithm is proposed through combining the hierarchical identification principle…”
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State filtering-based least squares parameter estimation for bilinear systems using the hierarchical identification principle by Zhang, Xiao, Ding, Feng, Xu, Ling, Yang, Erfu

“…–coordination principle, a BSO-based hierarchical least squares algorithm is proposed to reduce the computation burden…”
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Convergence Analysis of the Hierarchical Least Squares Algorithm for Bilinear-in-Parameter Systems by Wang, Xuehai, Ding, Feng, Alsaadi, Fuad E., Hayat, Tasawar

“… By replacing the unknown variables in the information vector with their estimates, a hierarchical least squares algorithm is derived based on the model decomposition…”
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Rank-Restricted Hierarchical Alternating Least Squares Algorithm for Matrix Completion with Applications by Lee, Geunseop

“… To address these issues, we propose a rank-restricted hierarchical alternating least squares with orthogonality and sparsity constraints, which includes a novel shrinkage function…”
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Gradient-based and least-squares-based iterative algorithms for Hammerstein systems using the hierarchical identification principle by Ding, Feng, Liu, Xinggao, Chu, Jian

“…This study derives a least-squares-based iterative algorithm and a gradient-based iterative algorithm for Hammerstein systems using the decomposition-based hierarchical identification principle…”
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Hierarchical least squares based iterative estimation algorithm for multivariable Box–Jenkins-like systems using the auxiliary model by Zhang, Zhening, Jia, Jie, Ding, Ruifeng

“…This paper presents a hierarchical least squares iterative algorithm to estimate the parameters of multivariable Box…”
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Hierarchical least squares algorithms for nonlinear feedback system modeling by Wang, Ziyun, Shen, Yanxia, Wu, Dinghui, Ji, Zhicheng

“…A hierarchical recursive least squares algorithm and a hierarchical least squares iterative algorithm are presented for Wiener feedback finite impulse response moving average model…”
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Hierarchical Newton and least squares iterative estimation algorithm for dynamic systems by transfer functions based on the impulse responses by Xu, Ling, Ding, Feng, Zhu, Quanmin

“… Then a scheme by combining the Newton iteration and the least squares iteration is builded to minimise the criterion function and derive the parameter estimation algorithm…”
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Hierarchical gradient- and least squares-based iterative algorithms for input nonlinear output-error systems using the key term separation by Ding, Feng, Ma, Hao, Pan, Jian, Yang, Erfu

“… model hierarchical gradient-based iterative algorithm and the key term separation auxiliary model hierarchical least squares-based iterative algorithm, which are called the key term separation auxiliary…”
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Hierarchical Least Squares Parameter Estimation Algorithm And The Convergence Analysis On The Two-input Error System by Fang Qiu, Haixu Zhang, Yan Ji

“… A hierarchical least squares algorithm is derived by combining the model decomposition skill and the principle of hierarchical identification…”
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Hierarchical least squares algorithms for single-input multiple-output systems based on the auxiliary model by Xiang, Lili, Xie, Linbo, Liao, Yuwu, Ding, Ruifeng

“…This paper presents an auxiliary model based hierarchical least squares algorithm to estimate the parameters of single-input multi-output system modelling by combining the auxiliary model…”
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