Abstract
Conference Title: 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD) Conference Start Date: 2018, March 19 Conference End Date: 2018, March 22 Conference Location: Yassmine Hammamet, Tunisia This paper presents expressions for the steady-state mean-square error (MSE), the optimum stepsize, and the corresponding minimum value of the tracking MSE of the sign-sign least mean square (SSLMS) algorithm for the case of real-valued data. Then, simulation results are presented to support our analytical findings and found to corroborate them very well. Also, the performance of the SSLMS algorithm is compared to that of the LMS algorithm in the case where the noise statistics are uniformly distributed.