Impulsive Noise Mitigation With Interleaving Based on MUSIC in Power Line Communication

被引:11
|
作者
Bai, Li [1 ]
Tucci, Mauro [1 ]
Raugi, Marco [1 ]
机构
[1] Univ Pisa, Dept Energy Syst Terr & Construct Engn, I-56122 Pisa, Italy
关键词
Impulse noise mitigation; MUSIC; interleaving; SBL; power line communication; BLANKING NONLINEARITY; OPTIMIZATION; RECEIVER; MODEL;
D O I
10.1109/TSG.2018.2831913
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
In power line communication, impulsive noise (IN) greatly degrades the performance of signal transmission. Generally, an IN model adopts Middleton Class A or Bernoulli Gaussian model with the assumption that IN is sparse and memoryless. However, IN collected in fields appears in bursts. In this paper, interleaving in time domain is applied to create a special structure in frequency domain for IN burst. Based on the special structure, IN support is determined by using multiple signal classification (MUSIC) and its amplitude is estimated by least squares method in frequency domain, exploiting the noise information on null subcarriers in orthogonal frequency division multiplexing system. In addition, sparse Bayesian Learning algorithm with IN support based on MUSIC is also investigated. Simulations are conducted to evaluate the proposed IN estimation performance, with varying ratio of IN power to background noise power, and number of null subcarriers.
引用
收藏
页码:3575 / 3584
页数:10
相关论文
共 50 条
  • [21] Adaptive noise mitigation based on peak estimate and feedback compensation in power line communication
    Tan Z.-W.
    Liu H.-L.
    Zhan J.
    Ma Z.-J.
    Liu S.-G.
    1600, Editorial Board of Journal on Communications (38): : 86 - 97
  • [22] On channel estimation for power line communication systems in the presence of impulsive noise
    Shrestha, Deep
    Mestre, Xavier
    Payaro, Miguel
    COMPUTERS & ELECTRICAL ENGINEERING, 2018, 72 : 406 - 419
  • [23] An Enhanced Impulsive Noise Suppression Method Based on Wavelet Denoising and ICA for Power Line Communication
    Zhang, Wei
    Luo, Zhongqiang
    Xiong, Xingzhong
    Deng, Kai
    INFOCOMMUNICATIONS JOURNAL, 2021, 13 (02): : 25 - 31
  • [24] Impulsive Noise Suppression for Single-Carrier Power Line Communication based on Turbo Equalisation
    Hou, Liming
    Liu, Hongqing
    Jing, Xiaorong
    Guo, Qinghua
    10TH EAI INTERNATIONAL CONFERENCE ON MOBILE MULTIMEDIA COMMUNICATIONS (MOBIMEDIA 2017), 2017, : 218 - 222
  • [25] Impulsive Noise Mitigation for μ-Law Companded OFDM-Based Communication System
    Almahainy, Rola
    Ali, Nazar
    Al-Araji, Saleh
    Ismail, Mohammed
    2015 IEEE CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS (ICECS), 2015, : 264 - 267
  • [26] Signal-Quality-Aware Impulsive Noise Mitigation for OFDM-based Power-line Communications
    Chien, Ying-Ren
    Chen, Yi-Wu
    Tsao, Hen-Wai
    2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2015, : 174 - 175
  • [27] TIME SERIES ANALYSIS OF IMPULSIVE NOISE IN POWER LINE COMMUNICATION (PLC) NETWORKS
    Awino, S. O.
    Afullo, T. J. O.
    Mosalaosi, M.
    Akuon, P. O.
    SAIEE AFRICA RESEARCH JOURNAL, 2018, 109 (04): : 235 - 247
  • [28] Bit Error Rate Performance in Power Line Communication Channels with Impulsive Noise
    Najarkolaei, Ali Hosseinpour
    Hosny, Wada
    Lota, Jaswinder
    2015 17TH UKSIM-AMSS INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2015, : 248 - 251
  • [29] Impulsive Noise Reduction Techniques in Power Line Communication: A Survey and Recent Trends
    Laksir, Samir
    Chaoub, Abdelaali
    Tamtaoui, Ahmed
    2018 INTERNATIONAL CONFERENCE ON SELECTED TOPICS IN MOBILE AND WIRELESS NETWORKING (MOWNET), 2018, : 13 - 20
  • [30] Novel method of recognizing asynchronous impulsive noise in power line communication systems
    Zhang, Gang
    Wang, Li-Xin
    Bai, Jin-Jun
    Journal of Beijing Institute of Technology (English Edition), 2013, 22 (SUPPL.1): : 143 - 147