Forward-backward LMS adaptive line enhancer

Please use this identifier to cite or link to this item: https://doi.org/10.1109/31.55068

Title:	Forward-backward LMS adaptive line enhancer
Authors:	Lim, Y.C. Ko, C.C.
Issue Date:	Jul-1990
Citation:	Lim, Y.C., Ko, C.C. (1990-07). Forward-backward LMS adaptive line enhancer. IEEE Transactions on Circuits and Systems 37 (7) : 936-940. ScholarBank@NUS Repository. https://doi.org/10.1109/31.55068
Abstract:	A new LMS (least-mean-square) adaptive line enhancer algorithm is presented. It makes use of forward and backward prediction errors to update the coefficient values. For a given feedback factor, the algorithm converges to the optimal Wiener solution with the same speed as for the LMS algorithm, but requires about twice the number of multiplications and additions. However, in the situation when the order of the enhancer is at least a few times larger than the number of sinusoids to be enhanced, or when the frequencies of the sinusoids to be enhanced are not close to 0 or 0.5, the misadjustment of the new algorithm is approximately half that of the LMS algorithm.
Source Title:	IEEE Transactions on Circuits and Systems
URI:	http://scholarbank.nus.edu.sg/handle/10635/80449
ISSN:	00984094
DOI:	10.1109/31.55068
Appears in Collections:	Staff Publications

There are no files associated with this item.

Check