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• W2891689785 abstract "This study proposes a block-sparse non-uniform norm constraint normalised subband adaptive filter (BS-NNCNSAF) for the block-sparse system identification problem, which is obtained by minimising a novel cost function involving the non-uniform mixed l2, p norm like a constraint. It can achieve better performance compared with the existing algorithms in the block-sparse system identification. To further enhance the performance of the algorithm, the shrinkage BS-NNCNSAF (SH-BS-NNCNSAF) algorithm is proposed. The proposed SH-BS-NNCNSAF algorithm is derived by taking the priori and the posteriori subband errors to achieve the time-varying subband step sizes. Finally, simulations have been carried out to verify the performance of proposed algorithms. The simulation results verify that the proposed algorithms improve the performance of the filter, in terms of system identification in sparse systems." @default.
• W2891689785 created "2018-09-27" @default.
• W2891689785 creator A5015599289 @default.
• W2891689785 creator A5050937458 @default.
• W2891689785 date "2019-02-01" @default.
• W2891689785 modified "2023-09-28" @default.
• W2891689785 title "Block‐sparse non‐uniform norm constraint normalised subband adaptive filter" @default.
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• W2891689785 doi "https://doi.org/10.1049/iet-spr.2018.5153" @default.
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