Fundamental relations between the LMS algorithm and the DFT

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Fundamental Relations Between the LMS Algorithm and the DFT

The digital Fourier transform (DFT) and the adaptive least mean square (LMS) algorithm have existed for some time. This paper establishes a connection between them. The result is the “LMS spectrum analyzer,” a new means for the calculation of the DFT. The method uses a set of N periodic complex phasors whose frequencies are equally spaced from dc to the sampling frequency. The phasors are weigh...

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ژورنال

عنوان ژورنال: IEEE Transactions on Circuits and Systems

سال: 1987

ISSN: 0098-4094

DOI: 10.1109/tcs.1987.1086208