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For the majority of adapting iterations, under the sparse partial (SP) adaptation, only those taps corresponding to tap-inputs and filter coefficients both having large magnitudes are updated.

However, from time to time the algorithm gives equal opportunity for the coefficients with smaller magnitude to be updated by employing MMax tap-selection [] offers an attractive means of achieving efficient implementation.

Transmission and algorithmic processing cause the echo to be transmitted back to the originator with a delay, hence impeding effective communication.

As a result, network echo cancellation for IP networks has received increased attention in recent years.

for the substantially slower converging NLMS algorithm.

Hence, in order to reduce the computational complexity of PNLMS and IPNLMS, the sparse partial update NLMS (SPNLMS) algorithm was recently proposed [], which combines two adaptation strategies: sparse adaptation for improving rate of convergence and partial-updating for complexity reduction.

We propose a new low complexity, low delay, and fast converging frequency-domain adaptive algorithm for network echo cancellation in Vo IP exploiting MMax and sparse partial (SP) tap-selection criteria in the frequency domain.

We incorporate these tap-selection techniques into the multidelay filtering (MDF) algorithm in order to mitigate the delay inherent in frequency-domain algorithms.

The problem of network echo is introduced by the impedance mismatch between the 2- and 4-wire circuits of a network hybrid [].

We first review in Section 2 the SPNLMS and MDF algorithms.

We then propose, in Section 3.1, to incorporate MMax tap-selection into MDF structure for complexity reduction.

These algorithms share the same characteristic of introducing a controlled mixture of proportionate (PNLMS) and nonproportionate (NLMS) adaptation.

Consequently, these algorithms perform better than PNLMS for sparse impulse responses.

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