Výsledky vyhledávání - extended hierarchical multiinnovation stochastic gradient algorithm

Decomposition‐based multiinnovation gradient identification algorithms for a special bilinear system based on its input‐output representation Autor Wang, Longjin, Ji, Yan, Yang, Hualin, Xu, Ling

“…‐based multiinnovation (ie, hierarchical multiinnovation) generalized extended stochastic gradient identification (H‐MI‐GESG…”
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Hierarchical multi-innovation generalised extended stochastic gradient methods for multivariable equation-error autoregressive moving average systems Autor Xu, Ling, Ding, Feng, Lu, Xian, Wan, Lijuan, Sheng, Jie

“…) algorithm, namely, hierarchical multi-innovation generalised extended stochastic gradient algorithm, is derived for the multivariable EEARMA systems through expanding the innovation vector to the innovation…”
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Maximum likelihood‐based gradient estimation for multivariable nonlinear systems using the multiinnovation identification theory Autor Xia, Huafeng, Ji, Yan, Xu, Ling, Alsaedi, Ahmed, Hayat, Tasawar

“…‐based maximum likelihood recursive extended stochastic gradient algorithm with reduced computational complexity is presented to estimate all the parameters directly…”
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The iterative identification method for Hammerstein nonlinear channel Autor Su, Rui, Wang, Bin, Liu, Shigang

“… The extended hierarchical multi-innovation stochastic gradient algorithm is proposed by introducing multi-innovation identification theory and hierarchical principle to the extended stochastic gradient algorithm…”
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