He Hanxiang, Yin Junxun, Ouyang Jingzheng. FAST ALGORITHMS FOR THE CONSTRAINED AND UNCONSTRAINED FREQUENCY DOMAIN BLOCK-LMS ADAPTIVE FILTERS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 480-485.
Citation:
He Hanxiang, Yin Junxun, Ouyang Jingzheng. FAST ALGORITHMS FOR THE CONSTRAINED AND UNCONSTRAINED FREQUENCY DOMAIN BLOCK-LMS ADAPTIVE FILTERS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 480-485.
He Hanxiang, Yin Junxun, Ouyang Jingzheng. FAST ALGORITHMS FOR THE CONSTRAINED AND UNCONSTRAINED FREQUENCY DOMAIN BLOCK-LMS ADAPTIVE FILTERS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 480-485.
Citation:
He Hanxiang, Yin Junxun, Ouyang Jingzheng. FAST ALGORITHMS FOR THE CONSTRAINED AND UNCONSTRAINED FREQUENCY DOMAIN BLOCK-LMS ADAPTIVE FILTERS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 480-485.
In this paper,the updating equations of FBLMS and UFBLMS algorithms are transformed into the time domain,then two algorithms(FOBA and UFOBA) are presented by employing time-varying convergence factors which are optimized in a least-square(LS) sense respectively.Although FOBA and UFOBA algorithms require a relatively modest increase in computation for each block iteration compared to FBLMS and UFBLMS algorithms respectively,it is shown by simulations that these algorithms improve convergence speed and accucary of adaptation.
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