Search Results - "sparse recursive least squares algorithm"

Online sequential echo state network with sparse RLS algorithm for time series prediction by Yang, Cuili, Qiao, Junfei, Ahmad, Zohaib, Nie, Kaizhe, Wang, Lei

“…Recently, the echo state networks (ESNs) have been widely used for time series prediction. To meet the demand of actual applications and avoid the overfitting…”
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Improved ${\bi l}_{\bf 0}$l0-RLS adaptive filter by Das, B.K, Chakraborty, M

“…In this Letter, the authors present an improved sparse recursive least squares (RLS) algorithm, which employs a novel approximation of the $l_0$l0 norm of the…”
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Estimation of Underwater Acoustic Channel via Block-Sparse Recursive Least-Squares Algorithm by Tian, Tian, Wu, Fei-Yun, Yang, Kunde

“…Underwater acoustic communication suffers from the serious multipath effect and fast time variation due to the sophisticated ocean environment. General channel…”
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Recursive regularisation parameter selection for sparse RLS algorithm by Sun, Dajun, Liu, Lu, Zhang, Youwen

“…In this Letter, the authors propose a recursive regularisation parameter selection method for sparse recursive least squares (RLS) algorithm. The proposed RLS…”
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Direct adaptive equalization based on fast sparse recursive least squares algorithms for multiple-input multiple-output underwater acoustic communications by Qin, Zhen, Tao, Jun, Wang, Xiaoyan, Luo, Xinwei, Han, Xiao

“…The sparse direct adaptive equalizer (DAE) has recently attracted much attention in underwater acoustic (UWA) communications for its improved performance…”
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