This paper proposes a modification to extrapolated LMS algorithm proposed in [6] to guarantee consistent improved convergence speed. Unlike the original extrapolated LMS algorithm that exhibits improved performance on specific runs but is not guaranteed to perform well at any given run, the proposed algorithm is based on the repeated application of the extrapolation process in a way that allows the algorithm to retain the ELMS advantage for any arbitrary run with limited additional complexity.

Additional Metadata
Keywords Adaptive algorithms, LMS
Persistent URL dx.doi.org/10.1109/IMTC.2008.4547081
Conference 2008 IEEE International Instrumentation and Measurement Technology Conference, I2MTC
Citation
Shehata, T.S. (Tarik S.), Aboulnasr, T., & El-Tanany, M. (2008). Modified extrapolated LMS algorithm. Presented at the 2008 IEEE International Instrumentation and Measurement Technology Conference, I2MTC. doi:10.1109/IMTC.2008.4547081