Výsledky vyhledávání - sparse recursive post squares algorithm

Sparse Sliding-Window Kernel Recursive Least-Squares Channel Prediction for Fast Time-Varying MIMO Systems Autor Ai, Xingxing, Zhao, Jiayi, Zhang, Hongtao, Sun, Yong

“… The kernel recursive least-squares (KRLS) algorithm, which offers an attractive framework to deal with nonlinear problems, can be used in predicting nonlinear time-varying CSI…”
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KRLS post-distorter with adaptive kernel width for visible light communications Autor Wang, Jieling, Wang, Xinzhi, Shen, Ba-zhong

“… To mitigate the nonlinear impairments, a reproducing kernel Hilbert space post-distortion scheme is proposed in this paper, which is based on kernel recursive least squares (KRLS…”
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Backward elimination model construction for regression and classification using leave-one-out criteria Autor Hong, X., Mitchell, R. J.

“… criteria of either the mean squares of LOO errors or the LOO misclassification rate respectively, we present two backward elimination algorithms as model post…”
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