Block sparse memory improved proportionate affine projection sign algorithm


A block sparse memory improved proportionate affine projection sign algorithm (BS-MIP-APSA) is proposed for block sparse system identification beneath impulsive noise. The new BS-MIP-APSA not only inherits the performance improvement for block-sparse system identification, but additionally achieves robustness to impulsive noise and also the potency of the memory improved proportionate affine projection sign algorithm (MIP-APSA). Simulations indicate that it can provide both faster convergence rate and better tracking ability under impulsive interference for block sparse system identification as compared with APSA and MIP-APSA.

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