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Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems

机译：基于基于和基于梯度的迭代参数估计算法，用于一类直线参数多输入单输出输出误差系统

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摘要

The identification of a class of linear-in-parameters multiple-input single-output systems is considered. By using the iterative search, a least-squares based iterative algorithm and a gradient based iterative algorithm are proposed. A nonlinear example is used to verify the effectiveness of the algorithms, and the simulation results show that the least-squares based iterative algorithm can produce more accurate parameter estimates than the gradient based iterative algorithm.

机译：考虑识别一类直接参数的多输入单输出系统。通过使用迭代搜索，提出了基于迭代算法的最小二乘性和基于梯度的迭代算法。非线性示例用于验证算法的有效性，并且模拟结果表明基于最小二乘的迭代算法可以产生比基于梯度的迭代算法更准确的参数估计。

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Cheng Wang; Tao Tang; Dewang Chen;
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年度 2014
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正文语种 eng
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专利

1. Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems [J] . ChengWang, TaoTang, DewangChen Journal of applied mathematics . 2014,第1期

机译：一类参数线性多输入单输出输出误差系统的最小二乘和梯度迭代参数估计算法
2. Decomposition based least squares iterative estimation algorithm for two-input single-output output error systems [J] . Xianling Lu, Wenlin Shi, Wei Zhou Journal of the Franklin Institute . 2014,第12期

机译：两输入单输出输出误差系统的基于分解的最小二乘迭代估计算法
3. Hierarchical gradient based iterative parameter estimation algorithm for multivariable output error moving average systems [J] . Zhening Zhang, Feng Ding, Xinggao Liu Computers & mathematics with applications . 2011,第3期

机译：多变量输出误差移动平均系统的基于层次梯度的迭代参数估计算法
4. Convergence of the auxiliary model based stochastic gradient algorithm for multiple-input single-output systems [C] . Yuwu Liao, Yanjun Liu, Rui Feng Ding International Conference on Computer Engineering and Technology;ICCET 2010 . 2010

机译：多输入单输出系统基于辅助模型的随机梯度算法的收敛性
5. Frequency Domain System Identification of Linear Time-Invariant Single-Input Single-Output 2-Dimensional Systems and Multi-Input Multi-Output 1-Dimensional Systems by Utilizing AFD Type Algorithms [D] . Wang, Xiaoyin. 2020

机译：通过利用AFD型算法，频域系统识别线性时间不变的单输入单输出二维系统和多输入多输出1维系统
6. Low-Complexity Soft-Output Signal Detection Based on Improved Kaczmarz Iteration Algorithm for Uplink Massive MIMO System [O] . Hebiao Wu, Bin Shen, Shufeng Zhao, 2020

机译：基于改进Kaczmarz迭代算法的上行复杂大规模MIMO系统低复杂度软输出信号检测
7. Hierarchical gradient based iterative parameter estimation algorithm for multivariable output error moving average systems [O] . Zhang Zhening, Ding Feng, Liu Xinggao 2011

机译：多变量输出误差移动平均系统的基于梯度梯度的迭代参数估计算法
8. Parallel Implementations of Gradient Based Iterative Algorithms for a Class of Discrete Optimal Control Problems [R] . Meyer, G. G., Podrazik, L. J. 1987

机译：一类离散最优控制问题的梯度迭代算法并行实现

Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems

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