Multiple blanking preprocessors for impulsive noise mitigation in OFDM-based power-line communication systems

被引:6
作者
Liong, Angie A. G. [1 ]
Juwono, Filbert H. [1 ]
Gopal, Lenin [1 ]
Chiong, Choo W. R. [1 ]
Rong, Yue [2 ]
机构
[1] Curtin Univ Malaysia, Dept Elect & Comp Engn, Sarawak 98009, Malaysia
[2] Curtin Univ, Sch Elect Engn Comp & Math Sci, Bentley, WA 6102, Australia
关键词
OFDM; PLC; MRC; Impulsive noise; Blanking; CHANNEL ESTIMATION;
D O I
10.1016/j.ijepes.2021.106911
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Power-line communication (PLC) technology has been a critical enabler for smart grid systems. It provides twoway communication links without new infrastructure deployment. However, as the power-line was not designed to carry data, there are many drawbacks when it is used as a communication channel. One of the major drawbacks is impulsive noise occurrence. Blanking nonlinear preprocessor has been commonly used for mitigating impulsive noise in orthogonal frequency-division multiplexing (OFDM)-based PLC. It uses a threshold to detect whether a signal sample is contaminated by impulsive noise. Optimum performance is obtained when the optimal blanking threshold is used. The optimal blanking threshold depends on noise parameters, which are usually assumed to be available to the receiver. However, they may not be known in practice. In this paper, we propose a blanking preprocessor bank consisting of multiple blanking preprocessors with different thresholds which blindly handles the impulsive noise. Each blanking preprocessor is considered to provide an independent channel. The output of all preprocessors is combined using the maximal ratio combining (MRC) technique at the OFDM demodulator. Simulation results show that the proposed blanking preprocessor bank method results in better performance compared to the one using the optimal threshold method.
引用
收藏
页数:8
相关论文
共 39 条
[1]   A New Approach to Peak Threshold Estimation for Impulsive Noise Reduction Over Power Line Fading Channels [J].
Adebisi, Bamidele ;
Anoh, Kelvin ;
Rabie, Khaled M. ;
Ikpehai, Augustine ;
Fernando, Michael ;
Wells, Andrew .
IEEE SYSTEMS JOURNAL, 2019, 13 (02) :1682-1693
[2]   Dynamic Peak-Based Threshold Estimation Method for Mitigating Impulsive Noise in Power-Line Communication Systems [J].
Alsusa, Emad ;
Rabie, Khaled M. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (04) :2201-2208
[3]   NB-PLC channel: Estimation of periodic impulsive noise parameters and mitigation techniques [J].
Andreadou, Nikoleta ;
Fulli, Gianluca .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 103 :146-158
[4]   Modeling the Noise on the OFDM Power-Line Communications System [J].
Andreadou, Nikoleta ;
Pavlidou, Fotini-Niovi .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (01) :150-157
[5]  
[Anonymous], 2011, P INT C COMM KYOT JA
[6]   Impulsive Noise Mitigation With Interleaving Based on MUSIC in Power Line Communication [J].
Bai, Li ;
Tucci, Mauro ;
Raugi, Marco .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (04) :3575-3584
[7]   Power-Line Communication in Medium-Voltage System: Simulation Model and Onfield Experimental Tests [J].
Cataliotti, Antonio ;
Di Cara, Dario ;
Fiorelli, Riccardo ;
Tine, Giovanni .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (01) :62-69
[8]  
Chien Y, 2019, ENERGIES, V12, P1
[9]   A Multilayer Perceptron-Based Impulsive Noise Detector With Application to Power-Line-Based Sensor Networks [J].
Chien, Ying-Ren ;
Chen, Jie-Wei ;
Xu, Sendren Sheng-Dong .
IEEE ACCESS, 2018, 6 :21778-21787
[10]   Iterative Channel Estimation and Impulsive Noise Mitigation Algorithm for OFDM-Based Receivers With Application to Power-Line Communications [J].
Chien, Ying-Ren .
IEEE TRANSACTIONS ON POWER DELIVERY, 2015, 30 (06) :2435-2442