Výsledky vyhľadávania - over-parametrization based recursive least squares method

Hierarchical least squares parameter estimation algorithm for two-input Hammerstein finite impulse response systems Autor Ji, Yan, Jiang, Xiaokun, Wan, Lijuan

“…, and a multi-innovation least squares algorithm is proposed for enhancing the parameter estimation accuracy based on the multi-innovation identification theory…”
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Hierarchical estimation method for fractional-order systems based on the auxiliary model Autor Zhang, Yufan, Zhang, Xiao, Ding, Feng

“…•We propose a novel auxiliary model-based hierarchical recursive least squares identification algorithm, which updates parameters online as new samples arrive…”
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Filtering based least squares parameter estimation algorithms for Hammerstein nonlinear CARMA systems Autor Mao, Yawen, Ding, Feng, Pan, Jian, Ding, Wenfang, Wan, Xiangkui

“… Compared with the over-parametrization based recursive least squares method, the proposed algorithm can avoid estimating the redundant parameters and has a higher computational efficiency…”
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Separate block-based parameter estimation method for Hammerstein systems Autor Zhang, Shuo, Wang, Dongqing, Liu, Feng

“…), by using two least-squares algorithms in one recursive step. The internal variable between the two blocks…”
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