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|Title:||Lattice PFBLMS: Fast converging structure for efficient implementation of frequency-domain adaptive filters|
|Source:||Chan, K.S., Farhang-Boroujeny, B. (1999-10). Lattice PFBLMS: Fast converging structure for efficient implementation of frequency-domain adaptive filters. Signal Processing 78 (1) : 79-89. ScholarBank@NUS Repository. https://doi.org/10.1016/S0165-1684(99)00048-1|
|Abstract:||It has been demonstrated that the unconstrained partitioned fast block LMS (PFBLMS) algorithm suffers from an inherently slow convergence rate. A solution to this problem has previously been proposed by the second author of this paper, which reduces the correlation by reducing the overlap between partitions. A drawback of this solution is that it requires more memory than the conventional PFBLMS algorithm. In this paper, we propose an alternative solution that does not require any additional memory. A lattice structure is used instead to remove the correlation and increase the convergence rate.|
|Source Title:||Signal Processing|
|Appears in Collections:||Staff Publications|
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