TY - GEN
T1 - Implementation and analysis of the NLMS algorithm on TMS320C6713 DSP
AU - Villalobos, C. A.Duran
AU - Reyes, J. A.Tavares
AU - Garcia, J. C.Sanchez
PY - 2009
Y1 - 2009
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=77950652719&partnerID=8YFLogxK
U2 - 10.1109/MWSCAS.2009.5235958
DO - 10.1109/MWSCAS.2009.5235958
M3 - Contribución a la conferencia
AN - SCOPUS:77950652719
SN - 9781424444793
T3 - Midwest Symposium on Circuits and Systems
SP - 1091
EP - 1096
BT - 2009 52nd IEEE International Midwest Symposium on Circuits and Systems, MWSCAS '09
T2 - 2009 52nd IEEE International Midwest Symposium on Circuits and Systems, MWSCAS '09
Y2 - 2 August 2009 through 5 August 2009
ER -