Aldajani, M.A. (2004) Adaptive step-size sign least mean squares. Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International conference, 2.
In this paper, we propose a novel structure for adaptive sign least mean squares (ASLMS). A powerful adaptation scheme is used to adapt the step-size of the sign function inside the recursion of the sign algorithm. It is shown how the algorithm can be implemented with no real multiplication. Simulation results show that the performance of the proposed algorithm can be made arbitrarily close to that of the original least means squares algorithm.
|Divisions:||College Of Computer Sciences and Engineering > Systems Engineering Dept|
|Deposited By:||KFUPM ePrints Admin|
|Deposited On:||24 Jun 2008 16:36|
|Last Modified:||12 Apr 2011 13:14|
Repository Staff Only: item control page