Blind Adaptive Analog Nonlinear Filters for Noise Mitigation in Powerline Communication Systems

被引:0
|
作者
Nikitin, Alexei V. [1 ,2 ]
Scutti, Dale [2 ]
Natarajan, Balasubramaniam [2 ]
Davidchack, Ruslan L. [3 ]
机构
[1] Avatekh Inc, Lawrence, KS 66044 USA
[2] Kansas State Univ, Dept Elect & Comp Engn, Manhattan, KS 66506 USA
[3] Univ Leicester, Dept Math, Leicester LE1 7RH, Leics, England
关键词
Analog nonlinear filters; cyclostationary noise; impulsive noise; non-Gaussian noise; nonlinear differential limiter (NDL); powerline communications (PLC); IMPULSIVE-NOISE; LINE COMMUNICATIONS; GAUSSIAN-NOISE; TRANSMISSION;
D O I
暂无
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
It has been shown that the performance of power line communication (PLC) systems can be severely limited by non-Gaussian and, in particular, impulsive interference from a variety of sources. The non-Gaussian nature of this interference provides an opportunity for its effective mitigation by nonlinear filtering. In this paper, we introduce blind adaptive analog nonlinear filters, referred to as Adaptive Nonlinear Differential Limiters (ANDLs), that are characterized by several methodological distinctions from the existing digital solutions. When ANDLs are incorporated into a communications receiver, these methodological differences can translate into significant practical advantages, improving the receiver performance in the presence of non-Gaussian interference. A Nonlinear Differential Limiter (NDL) is obtained from a linear analog filter by introducing an appropriately chosen feedback-based nonlinearity into the response of the filter, and the degree of nonlinearity is controlled by a single parameter. ANDLs are similarly controlled by a single parameter, and are suitable for improving quality of non-stationary signals under time-varying noise conditions. ANDLs are designed to be fully compatible with existing linear devices and systems (i.e., ANDLs' behavior is linear in the absence of impulsive interference), and to be used as an enhancement, or as a simple low-cost alternative, to the state-ofart interference mitigation methods. We provide an introduction to the NDLs and illustrate their potential use for noise mitigation in PLC systems.
引用
收藏
页码:1 / 6
页数:6
相关论文
共 50 条
  • [31] On the evaluation of analog simulation of the dynamics of nonlinear systems for communication
    Chedjou, JC
    Dada, JP
    Tchitnga, R
    Takenga, C
    Anne, R
    Nana, B
    Kyamakya, K
    VTC2004-FALL: 2004 IEEE 60TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-7: WIRELESS TECHNOLOGIES FOR GLOBAL SECURITY, 2004, : 4160 - 4164
  • [32] Impulsive interference in communication channels and its mitigation by SPART and other nonlinear filters
    Nikitin, Alexei V.
    Epard, Marc
    Lancaster, John B.
    Lutes, Robert L.
    Shumaker, Eric A.
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
  • [33] Impulsive interference in communication channels and its mitigation by SPART and other nonlinear filters
    Alexei V Nikitin
    Marc Epard
    John B Lancaster
    Robert L Lutes
    Eric A Shumaker
    EURASIP Journal on Advances in Signal Processing, 2012
  • [34] A Novel Approach for Impulsive Noise Mitigation in ZigBee Communication Systems
    Jia, Jia
    Meng, Julian
    2014 GLOBAL INFORMATION INFRASTRUCTURE AND NETWORKING SYMPOSIUM (GIIS), 2014,
  • [35] Prediction of Asynchronous Impulsive Noise Volatility for Indoor Powerline Communication Systems Using GARCH Models
    Mosalaosi, M.
    Afullo, T. J. O.
    2016 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS), 2016, : 4876 - 4880
  • [36] Combating impulse noise in adaptive filters with signed regressor adaptive threshold nonlinear algorithm
    Koike, S
    ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, 2005, : 237 - 240
  • [37] Design of Hybrid Nonlinear Spline Adaptive Filters for Active Noise Control
    Patel, Vinal
    Comminiello, Danilo
    Scarpiniti, Michele
    George, Nithin V.
    Uncini, Aurelio
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 3420 - 3425
  • [38] Adaptive nonlinear Kalman filters based on credibility theory with noise correlation
    Ge, Quanbo
    Song, Zihao
    Zhu, Bingtao
    Zhang, Bingjun
    CHINESE JOURNAL OF AERONAUTICS, 2024, 37 (06) : 232 - 243
  • [39] ADAPTIVE NONLINEAR FILTERS FOR SIMULTANEOUS REMOVAL OF DIFFERENT KINDS OF NOISE IN IMAGES
    BERNSTEIN, R
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1987, 34 (11): : 1275 - 1291
  • [40] Adaptive nonlinear Kalman filters based on credibility theory with noise correlation
    Quanbo GE
    Zihao SONG
    Bingtao ZHU
    Bingjun ZHANG
    Chinese Journal of Aeronautics, 2024, 37 (06) : 232 - 243