Impulsive noise detection in PLC with smoothed L0-norm

© 2015 IEEE. 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 s...

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Bibliographic Details
Main Authors: Juwono, Filbert Hilman, Guo, Q., Huang, D., Wong, K., Xu, L.
Format: Conference Paper
Published: 2015
Online Access:http://hdl.handle.net/20.500.11937/71919
Description
Summary:© 2015 IEEE. 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.