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|Title:||Using a lattice decorrelator in the Partitioned FBLMS algorithm|
|Authors:||Chan, Kheong Sann|
|Source:||Chan, Kheong Sann,Farhang-Boroujeny, B. (1997). Using a lattice decorrelator in the Partitioned FBLMS algorithm. Proceedings of the International Conference on Information, Communications and Signal Processing, ICICS 2 : 1208-1212. ScholarBank@NUS Repository.|
|Abstract:||In this paper, we examine a method of reducing the correlation between successive partitions in the Partitioned Fast Block Least Mean Square (PFBLMS) algorithm. This method involves replacing the tap delay line in the PFBLMS with a lattice structure resulting in a decorrelation of the tap-weight inputs and a faster convergence of the PFBLMS algorithm. We go on to examine how many lattice decorrelator structures are necessary to achieve a satisfactory convergence rate.|
|Source Title:||Proceedings of the International Conference on Information, Communications and Signal Processing, ICICS|
|Appears in Collections:||Staff Publications|
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