A New Approach to Peak Threshold Estimation for Impulsive Noise Reduction over Power Line Fading Channels

Bamidele Adebisi*, Kelvin Anoh, Khaled M. Rabie, Augustine Ikpehai, Michael Fernando, Andrew Wells

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

22 Scopus citations

Abstract

Impulsive noise (IN) is a major component that degrades signal integrity in power line communication (PLC) systems. PLC systems driven by orthogonal frequency-division multiplexing (OFDM) have Rayleigh distributed amplitudes. Based on the dynamic nature of each OFDM symbol, peak amplitude of the symbol was recently shown to be a suitable threshold for detecting IN, and this technique outperforms the conventional optimal blanking (COB) scheme. In this study, we improve the dynamic peak-based threshold estimation (DPTE) scheme that relies on the OFDM Rayleigh distributed amplitudes by converting the default Rayleigh distribution to uniform distribution to unveil IN with power levels below that of the conventional peak signal. Then, we perform nonlinear mitigation processing on the received signals, whose amplitudes exceed the uniformly distributed amplitude using blanking, a scheme we will refer to as uniformly distributed DPTE (U-DPTE). Our results (based on U-DPTE) significantly outperform the DPTE scheme by up to 4-dB gain in terms of output signal-to-noise ratio (SNR). Additionally and unlike earlier DPTE studies, we propose a novel threshold criterion that compensates the Gaussian noise power-level amplification (after equalization) for achieving the optimal SNR over a log-normal multipath fading channel. The results further reveal the suboptimality of the DPTE scheme over COB.

Original languageEnglish
Article number8327812
Pages (from-to)1682-1693
Number of pages12
JournalIEEE Systems Journal
Volume13
Issue number2
DOIs
StatePublished - Jun 2019
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2007-2012 IEEE.

Keywords

  • Dynamic peak threshold estimation (DPTE)
  • equalization
  • fading channel
  • impulsive noise (IN)
  • log-normal
  • orthogonal frequency-division multiplexing (OFDM)
  • peak-to-average power ratio (PAPR)
  • power line communication (PLC)
  • uniform distribution

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Information Systems
  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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