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Volume 20 Issue 4
Jul.  1998
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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.

FAST ALGORITHMS FOR THE CONSTRAINED AND UNCONSTRAINED FREQUENCY DOMAIN BLOCK-LMS ADAPTIVE FILTERS

  • Received Date: 1997-03-31
  • Rev Recd Date: 1997-09-23
  • Publish Date: 1998-07-19
  • 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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  • Clark G A, Mitra S K. Block implementation of digital filters. IEEE Trans on Circuits and Systems, 1981, CAS-28(3): 584-592.[2]Ferrara E R. Fast implementation of LMS adaptive filters. IEEE Trans on Acoust. Speech. Sig. Proc, 1980, ASSP-28(4): 474-475.[3]Mansour D, Gray J. Unconstrained frequency-domain adaptive filter. IEEE Trans on Acoust. Speech. Sig. Proc, 1982, ASSP-30(5): 726-734.[4]Mikhael W B, Hu F H. Fast algorithms for block FIR adaptive digital filtering. IEEE Trans on Circuits and Systems, 1987, CAS-34(10): 1152-1160.[5]Mikhael W B, Spanias A S. A fast frequency-domain adaptive algorithm. Proc. IEEE 1988, 76(1):80-82.[6]Shynk J J. Frequency-domain and multi-rate adaptive filtering[J].IEEE Signal Processing Magzine.1992, 9(1):14-37[7]Li X H, Jankins W K. The comparison of the constrained and unconstrained frequency-domain block-LMS adaptive algorithms[J].IEEE Trans on Signal Processing.1996, 44 (7):1813-1816
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