Title

Impulsive noise detection in PLC with smoothed L0-norm

RIS ID

103921

Publication Details

F. H. Juwono, Q. Guo, D. Huang, K. Po. Wong & L. Xu, "Impulsive noise detection in PLC with smoothed L0-norm," in Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, 2015, pp. 3232-3236.

Abstract

Power-line communications (PLC) commonly employs orthogonal frequency-division multiplexing (OFDM) as the modulation technique, and impulsive noise has a significant negative impact on its performance. Using the property of null subcarriers in OFDM and the fact that impulsive noise is sparse, we formulate a minimization problem to detect and estimate the impulsive noise. In previous works, ℓ1-norm minimization was employed to achieve this task. In this paper, we propose to use a smoothed ℓ0-norm minimization algorithm for impulsive noise detection instead. Simulation results show that this approach is promising as it achieves comparable performance as ℓ1-norm minimization but with much lower complexity.

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Link to publisher version (DOI)

http://dx.doi.org/10.1109/ICASSP.2015.7178568