DocumentCode :
590760
Title :
Cyclostationary noise mitigation in narrowband powerline communications
Author :
Jing Lin ; Evans, Brian L.
Author_Institution :
Univ. of Texas at Austin, Austin, TX, USA
fYear :
2012
fDate :
3-6 Dec. 2012
Firstpage :
1
Lastpage :
4
Abstract :
Future Smart Grid systems will intelligently monitor and control energy flows in order to improve the efficiency and reliability of power delivery. The monitoring and control require low-delay, highly reliable, two-way communications between customers, local utilities and regional utilities. Narrowband powerline communication (NB-PLC) systems operating in the 3-500 kHz band have been standardized to enable these two-way communication links. In NB-PLC systems, additive non-Gaussian noise/interference is primary limitation to the communication performance. From field trials, the dominant source of this non-Gaussian noise/interference is cyclostationary. In this paper, we address the problem of cyclostationary noise mitigation in NB-PLC systems and other orthogonal frequency division multiplexing (OFDM) systems. The contributions of this paper include developing a parametric noise estimation algorithm based on switching linear autoregressive (AR) process, and a simple adaptive noise whitening approach that can be immediately integrated into the conventional OFDM transceiver structure to improve its performance. In our simulations, the proposed noise whitening method achieves up to 3dB SNR gain over conventional OFDM systems at SNRs higher than -3dB.
Keywords :
Gaussian noise; OFDM modulation; autoregressive processes; carrier transmission on power lines; interference suppression; parameter estimation; radio links; radio transceivers; telecommunication network reliability; NB-PLC systems; OFDM transceiver structure; SNR; adaptive noise whitening approach; additive nonGaussian noise-interference; cyclostationary noise mitigation; energy flows; frequency 3 kHz to 500 kHz; local utilities; narrowband powerline communications; orthogonal frequency division multiplexing systems; parametric noise estimation algorithm; power delivery reliability; regional utilities; smart grid systems; switching linear AR process; switching linear autoregressive process; two-way communication links; two-way communications; Bayesian methods; Biological system modeling; Estimation; Noise; OFDM;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
Conference_Location :
Hollywood, CA
Print_ISBN :
978-1-4673-4863-8
Type :
conf
Filename :
6411907
Link To Document :
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