Simultaneous Cancellation of Narrow Band Interference and Impulsive Noise in PLC Systems

被引:0
|
作者
Shrestha, Deep [1 ]
Tonello, Andrea [2 ]
Mestre, Xavier [1 ]
Payaro, Miguel [1 ]
机构
[1] CTTC, Castelldefels, Barcelona, Spain
[2] Alpen Adria Univ, Inst Networked Embedded Syst, Klagenfurt, Austria
关键词
Impulsive noise; LS estimator; MUSIC; MMSE; narrow band interference; power line communication;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The two major sources of disturbances for an efficient and reliable data transmission through power lines, known as power line communication (PLC), are impulsive noise (IN) and narrow band interference (NBI). In this paper, we propose an algorithm to cancel the IN and NBI simultaneously for an OFDM based PLC system. The proposed method exploits the duality of the problem, where the IN is sparse in the time domain and the NBI is sparse in the frequency domain. By virtue of this duality, we use multiple signal characterization (MUSIC) algorithm to estimate both the IN support (in time domain) and the frequency of NBI (in frequency domain). Furthermore, the minimum mean square error (MMSE) estimator is used to estimate the amplitude and phase of IN samples at the determined locations and the least square (LS) estimator is used to estimate the amplitude and phase of the NBI. Finally, the estimated IN and NBI are canceled out from the received signal, providing noise mitigated samples for demodulation. The performance of the proposed scheme is verified via numerical simulations.
引用
收藏
页数:6
相关论文
共 50 条
  • [11] Narrow-Band Interference Error Correction in Coded OFDM-based PLC Systems
    de Oliveira, Lucas Giroto
    Colen, Guilherme Ribeiro
    Ribeiro, Moises Vidal
    Vinck, A. J. Han
    2016 INTERNATIONAL SYMPOSIUM ON POWER LINE COMMUNICATIONS AND ITS APPLICATIONS (ISPLC), 2016, : 13 - 18
  • [12] Efficient Techniques for Impulsive Noise Cancellation in CGU/SD Systems
    Abdelkefi, Fatma
    Ayadi, Jaouhar
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (14) : 3749 - 3760
  • [13] Iterative Interference Cancellation for OFDM Signals With Blanking Nonlinearity in Impulsive Noise Channels
    Yih, Chi-Hsiao
    IEEE SIGNAL PROCESSING LETTERS, 2012, 19 (03) : 147 - 150
  • [14] Robust Adaptive Filtering Algorithm for Self-Interference Cancellation with Impulsive Noise
    Lu, Jun
    Zhang, Qunfei
    Shi, Wentao
    Zhang, Lingling
    Shi, Juan
    ELECTRONICS, 2021, 10 (02) : 1 - 16
  • [15] An Evaluation of Frequency Domain PLC Interference Cancellation for DSL Systems
    Ali, Khaled M.
    Lai, Stephen W.
    Messier, Geoffrey G.
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 4315 - 4320
  • [16] Active noise cancellation algorithms for impulsive noise
    Li, Peng
    Yu, Xun
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 36 (02) : 630 - 635
  • [17] Double Kill: Compressive-Sensing-Based Narrow-Band Interference and Impulsive Noise Mitigation for Vehicular Communications
    Liu, Sicong
    Yang, Fang
    Ding, Wenbo
    Song, Jian
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (07) : 5099 - 5109
  • [18] Adaptive narrow-band interference cancellation in DS-CDMA communications
    Hou, WS
    Chen, BS
    2001 IEEE THIRD WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, PROCEEDINGS, 2001, : 202 - 205
  • [19] Application of Subband Spectral Cancellation for SAR Narrow-Band Interference Suppression
    Feng, Jin
    Zheng, Huifang
    Deng, Yunkai
    Gao, Dongsheng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2012, 9 (02) : 190 - 193
  • [20] Resistance of Viterbi chain to narrow-band noise/interference
    Bykowski, M
    Pawelec, J
    8TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS: APPLICATIONS OF CYBERNETICS AND INFORMATICS IN OPTICS, SIGNALS, SCIENCE AND ENGINEERING, 2004, : 285 - 288