Adaptive filter theory (3rd ed.)
Adaptive filter theory (3rd ed.)
Signal Processing with Lapped Transforms
Signal Processing with Lapped Transforms
Adaptive algorithms for sparse echo cancellation
Signal Processing
Set-membership proportionate affine projection algorithms
EURASIP Journal on Audio, Speech, and Music Processing
Adaptive filtering in subbands using a weighted criterion
IEEE Transactions on Signal Processing
Proportionate adaptive algorithms for network echo cancellation
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
A new approach to subband adaptive filtering
IEEE Transactions on Signal Processing
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In this paper, the concept of proportionate adaptation is extended to the normalized subband adaptive filters (NSAFs) and four proportionate adaptive filters are established. The proposed algorithms are proportionate normalized subband adaptive filter (PNSAF), @m-law PNSAF (MPNSAF), improved PNSAF (IPNSAF), and improved IPNSAF (IIPNSAF) which are suitable for sparse system identification. Simulation results show good performance of the proposed algorithms.