Cyclostationary Noise Mitigation for SIMO Powerline Communications

The cyclostationary noise in low-voltage narrowband powerline communications (NB-PLC) severely degrades the communication reliability. In this paper, we adopt single-input multi-output (SIMO) transmission to enhance the reliability of NB-PLC. Considering the SIMO receiver structure, we exploit the N...

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Main Authors: Mahmoud Elgenedy, Mostafa Sayed, Naofal Al-Dhahir, Rakan C. Chabaan
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8245785/
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spelling doaj-a1e9978d07a94723af04b30ed85173982021-03-29T20:29:58ZengIEEEIEEE Access2169-35362018-01-0165460548410.1109/ACCESS.2017.27891858245785Cyclostationary Noise Mitigation for SIMO Powerline CommunicationsMahmoud Elgenedy0Mostafa Sayed1https://orcid.org/0000-0002-1866-0272Naofal Al-Dhahir2Rakan C. Chabaan3Department of Electrical Engineering, University of Texas at Dallas, Richardson, TX, USADepartment of Electrical Engineering, University of Texas at Dallas, Richardson, TX, USADepartment of Electrical Engineering, University of Texas at Dallas, Richardson, TX, USAHyundai America Technical Center, Inc., Superior Township, MI, USAThe cyclostationary noise in low-voltage narrowband powerline communications (NB-PLC) severely degrades the communication reliability. In this paper, we adopt single-input multi-output (SIMO) transmission to enhance the reliability of NB-PLC. Considering the SIMO receiver structure, we exploit the NB-PLC noise cyclostationarity and the high spatial correlations across multiple receive phases to design practical and efficient noise mitigation techniques. In particular, we propose two time-domain frequency-shift (FRESH) filtering-based cyclostationary signal recovery techniques with different performance and complexity levels. The proposed time-domain-based FRESH filtering techniques minimize the meansquared error in estimating the orthogonal frequency division multiplexing (OFDM) information signal in the time-domain. The FRESH filtering exploits the cyclic auto-correlation of both the NB-PLC noise and the OFDM information signal in addition to their cyclic cross-correlation across the receive phases. Moreover, we propose a frequency-domain-based cyclostationary noise mitigation technique that minimizes the meansquared error in estimating the OFDM information signal in the frequency-domain. The proposed frequencydomain-based technique exploits the cyclostationarity of the noise to estimate its power spectral density as well as the cross-correlation, per frequency subchannel, over multiple stationary noise temporal regions. Our proposed SIMO NB-PLC noise mitigation techniques are shown via simulation results conducted using noise field measurements to achieve considerable performance gains over single-input single-output techniques. In addition, we show that our proposed techniques achieve considerable performance gains over the conventional SIMO maximal-ratio-combiner designed assuming stationary noise.https://ieeexplore.ieee.org/document/8245785/Cyclostationary noiseSIMO transmissionreceive diversitypowerline communicationssmart gridsvehicle-to-grid communications
collection DOAJ
language English
format Article
sources DOAJ
author Mahmoud Elgenedy
Mostafa Sayed
Naofal Al-Dhahir
Rakan C. Chabaan
spellingShingle Mahmoud Elgenedy
Mostafa Sayed
Naofal Al-Dhahir
Rakan C. Chabaan
Cyclostationary Noise Mitigation for SIMO Powerline Communications
IEEE Access
Cyclostationary noise
SIMO transmission
receive diversity
powerline communications
smart grids
vehicle-to-grid communications
author_facet Mahmoud Elgenedy
Mostafa Sayed
Naofal Al-Dhahir
Rakan C. Chabaan
author_sort Mahmoud Elgenedy
title Cyclostationary Noise Mitigation for SIMO Powerline Communications
title_short Cyclostationary Noise Mitigation for SIMO Powerline Communications
title_full Cyclostationary Noise Mitigation for SIMO Powerline Communications
title_fullStr Cyclostationary Noise Mitigation for SIMO Powerline Communications
title_full_unstemmed Cyclostationary Noise Mitigation for SIMO Powerline Communications
title_sort cyclostationary noise mitigation for simo powerline communications
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description The cyclostationary noise in low-voltage narrowband powerline communications (NB-PLC) severely degrades the communication reliability. In this paper, we adopt single-input multi-output (SIMO) transmission to enhance the reliability of NB-PLC. Considering the SIMO receiver structure, we exploit the NB-PLC noise cyclostationarity and the high spatial correlations across multiple receive phases to design practical and efficient noise mitigation techniques. In particular, we propose two time-domain frequency-shift (FRESH) filtering-based cyclostationary signal recovery techniques with different performance and complexity levels. The proposed time-domain-based FRESH filtering techniques minimize the meansquared error in estimating the orthogonal frequency division multiplexing (OFDM) information signal in the time-domain. The FRESH filtering exploits the cyclic auto-correlation of both the NB-PLC noise and the OFDM information signal in addition to their cyclic cross-correlation across the receive phases. Moreover, we propose a frequency-domain-based cyclostationary noise mitigation technique that minimizes the meansquared error in estimating the OFDM information signal in the frequency-domain. The proposed frequencydomain-based technique exploits the cyclostationarity of the noise to estimate its power spectral density as well as the cross-correlation, per frequency subchannel, over multiple stationary noise temporal regions. Our proposed SIMO NB-PLC noise mitigation techniques are shown via simulation results conducted using noise field measurements to achieve considerable performance gains over single-input single-output techniques. In addition, we show that our proposed techniques achieve considerable performance gains over the conventional SIMO maximal-ratio-combiner designed assuming stationary noise.
topic Cyclostationary noise
SIMO transmission
receive diversity
powerline communications
smart grids
vehicle-to-grid communications
url https://ieeexplore.ieee.org/document/8245785/
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AT mostafasayed cyclostationarynoisemitigationforsimopowerlinecommunications
AT naofalaldhahir cyclostationarynoisemitigationforsimopowerlinecommunications
AT rakancchabaan cyclostationarynoisemitigationforsimopowerlinecommunications
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