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Analysis of the SSLMS algorithm for complex-valued data
Conference proceeding

Analysis of the SSLMS algorithm for complex-valued data

Mohammed Mujahid Ulla Faiz and Azzedine Zerguine
2019 16TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), pp.262-265
International Multi-Conference on Systems Signals and Devices
01/01/2019
DOI: https://doi.org/10.1109/SSD.2019.8893215

Abstract

Engineering Engineering, Electrical & Electronic Science & Technology Technology
Terms for the steady-state mean-square error, the optimum step-size, and the corresponding minimum value of the tracking mean-square error of the sign-sign least mean square algorithm for complex-valued data are derived in the work. Moreover, convergence comparison of the least mean square (LMS) algorithm and the sign-sign LMS algorithm for complex-valued data is also presented. Finally, simulation results are presented to support our analytical findings.

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