Implementation and analysis of the NLMS algorithm on TMS320C6713 DSP

C. A.Duran Villalobos, J. A.Tavares Reyes, J. C.Sanchez Garcia

Research output: Contribution to conferencePaper

2 Scopus citations

Abstract

In this paper we present an implementation of the LMS (Least Mean Square), NLMS (Normalized Least Mean Square) and other LMS based algorithms on the DSK (DSP Starters Kit) TMS320C6713 with the intention to compare their performance. We obtained the time and frequency behaviour, and the processing speed of the analyzed algorithms. The objective of the NLMS algorithm is to obtain the best convergence factor considering the input signal power in order to improve the filter convergence time. The obtained results show that the NLMS has better performance than the LMS, unfortunately, the computational complexity increase which means more processing time. © 2009 IEEE.
Original languageAmerican English
Pages1091-1096
Number of pages6
DOIs
StatePublished - 1 Dec 2009
Externally publishedYes
EventMidwest Symposium on Circuits and Systems -
Duration: 1 Dec 2009 → …

Conference

ConferenceMidwest Symposium on Circuits and Systems
Period1/12/09 → …

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Villalobos, C. A. D., Reyes, J. A. T., & Garcia, J. C. S. (2009). Implementation and analysis of the NLMS algorithm on TMS320C6713 DSP. 1091-1096. Paper presented at Midwest Symposium on Circuits and Systems, . https://doi.org/10.1109/MWSCAS.2009.5235958