Polar Codes and a M-ary Modulation-Based OFDM-PLC System

被引:0
作者
Wang, Ziyi [1 ]
Wang, Yichen [1 ]
Chen, Rui [1 ]
机构
[1] Nanjing Inst Technol, Dept Commun Engn, Nanjing 211167, Peoples R China
关键词
PLC; polar code; impulse noise; higher-order QAM; higher-order APSK; POWER-LINE COMMUNICATION; IMPULSIVE NOISE; PERFORMANCE;
D O I
10.3390/info14070360
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Power Line Communication (PLC) serves as a medium for communication over power lines, utilizing the existing power grid for information transmission. It offers a low-cost, highly scalable signal transmission method and has the potential to become the preferred technology for providing broadband in smart homes, offices, and smart grids. However, noise in the power line channel, especially impulse noise, seriously affects the communication quality of PLC. In this paper, we establish an OFDM-PLC system with higher-order modulation and polar codes. The higher-order QAM or APSK modulation technique is employed to increase the signal transmission rate and the system performance is analyzed. To combat the impulse noise in the PLC channel, we first model it using a superposition of multi-damping sinusoidal functions and then introduce the polar coding scheme to suppress the impulse noise in the system, thereby improving the transmission reliability. Simulation results verify that the proposed polar coding scheme based on the OFDM-PLC system can improve the Bit Error Rate (BER) performance of PLC channel transmission under impulse interference.
引用
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页数:17
相关论文
共 26 条
[1]   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
[2]   Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels [J].
Arikan, Erdal .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3051-3073
[3]   Coherent Demodulation of APSK and QAM Signals [J].
Chernoyarov, Oleg ;
Glushkov, Alexey ;
Kutoyants, Yury ;
Litvinenko, Vladimir ;
Salnikova, Alexandra .
CYBERNETICS PERSPECTIVES IN SYSTEMS, VOL 3, 2022, 503 :386-400
[4]   Impulsive noise on indoor power lines: Characterization and mitigation of its effect on PLC systems [J].
Degardin, V ;
Lienard, M ;
Degauque, P ;
Zeddam, A ;
Gauthier, F .
2003 IEEE INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY (EMC), VOLS 1 AND 2, SYMPOSIUM RECORD, 2003, :166-169
[5]   An Improved SVM-KM Model For Imbalanced Datasets [J].
Deng Weiguo ;
Wang Li ;
Wang Yiyang ;
Qian Zhong .
2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, :100-103
[6]   Performance of LDPC coded image transmission over realistic PLC channels for smart grid applications [J].
Develi, Ibrahim ;
Kabalci, Yasin ;
Basturk, Alper .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 :549-555
[7]   The Impact of Statistical Noise Modeling on the Error-Rate Performance of OFDM Power-Line Communications [J].
Gianaroli, Fabio ;
Pancaldi, Fabrizio ;
Vitetta, Giorgio M. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2014, 29 (06) :2622-2630
[8]   Statistical Modeling of Periodic Impulsive Noise in Indoor Power-Line Channels [J].
Gianaroli, Fabio ;
Pancaldi, Fabrizio ;
Sironi, Enrico ;
Vigilante, Marco ;
Vitetta, Giorgio Matteo ;
Barbieri, Alessandro .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (03) :1276-1283
[9]   Modeling research of background noise in low-voltage power line communication channel [J].
Guo, Haokun ;
Wu, Junji ;
Ying, Zhanfeng .
ELECTRICAL POWER & ENERGY SYSTEMS, PTS 1 AND 2, 2012, 516-517 :1386-1390
[10]  
Hadi A., 2016, 10th International Symposium on Communication Systems, Networks and Digital Signal Processing, P1