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For cyclostationary input signals, the normalized least mean square (NLMS) algorithm suffers from large steady-state errors. The average mean square deviation (MSD) analysis of the NLMS and least mean square (LMS) algorithms shows that NLMS has good transient response which is independent of the reference inputs, whereas the steady-state MSD of LMS does not depend on the periodic input power. In this...
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