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Comment on the "Unnecessary assumption of statistical independence between reference signal and filter weights in feedforward adaptive systems"

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1 Author(s)
Minkoff, J. ; ITT Aerosp. Commun., Clifton, NJ, USA

Minkoff (see IEEE Trans. Signal Processing, vol.45, p.2993-3004, 1997) presented a formulation in which the time-evolving weight-iteration equation for random signals is derived without the necessity of invoking the usual unsatisfactory assumption that is customarily made, namely, that the weights W and the reference signal X the weight-iteration equation are statistically independent. Minkoff neglected, however, to give a physical argument for it. That is, in this derivation, it is not necessary for W to be independent of X but only of XX which does not contain the phase information of X. The off-diagonal terms of XX contain only phase differences, which could be produced by an infinite number of different, arbitrary Xs.

Published in:
Signal Processing, IEEE Transactions on  (Volume:49 ,  Issue: 5 )

Date of Publication: May 2001

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