Impulse noise identification for the HFC upstream channel

被引:2
|
作者
Li, KH [1 ]
Huang, A
Ingram, MA
Howard, D
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Ctr Broadband Telecommun, Atlanta, GA 30332 USA
关键词
D O I
10.1109/11.715319
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
An algorithm is described that identifies the shape of the impulse within the impulse noise component of the HFC upstream channel. The cross-correlation function (CCF) is used to align samples of the impulse waveforms in time. The singular value decomposition (SVD) finds the dominant basis waveforms that represent the collection of samples. We find that two frequency-modulated basis waveforms sufficiently span our set of 75 measured impulses. The joint statistics of the basis coefficients is given.
引用
收藏
页码:324 / 329
页数:6
相关论文
共 50 条
  • [31] Minimization of channel impulse noise using digital smear filter
    Oletu, Grace
    Rapajic, Predrag
    Anang, Kwashie
    [J]. Journal of Communications, 2013, 8 (02): : 82 - 90
  • [32] Oversampled filterbanks seen as channel codes: Impulse noise correction
    Chiang, JC
    Kieffer, M
    Duhamel, P
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS: SIGNAL PROCESSING FOR COMMUNICATIONS SPECIAL SESSIONS, 2003, : 249 - 252
  • [33] Automated identification of clusters in UWB channel impulse responses
    Chuang, James
    Bashir, Shahzad
    Michelson, David G.
    [J]. 2007 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, 2007, : 761 - 764
  • [34] NLOS identification for UWB based on channel impulse response
    Zeng, Zhuoqi
    Liu, Steven
    Wang, Lei
    [J]. 2018 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS), 2018,
  • [35] Procedure for measurement and characterization of upstream channel noise nn CATV networks
    Haelvoet, K
    De Bal, D
    De Kesel, K
    Vanlandschoot, B
    Martens, L
    [J]. ARFTG 49TH CONFERENCE: (CHARACTERIZATION OF BROADBAND TELECOMMUNICATIONS COMPONENTS SYSTEMS), 1997, : 19 - 23
  • [36] Ingress noise cancellation for the upstream channel in broadband cable access systems
    Popper, A
    Buda, F
    Sari, H
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2002, : 1808 - 1812
  • [37] A new fuzzy multi-channel filter for the reduction of impulse noise
    Schulte, S
    De Witte, V
    Nachtegael, M
    Van der Weken, D
    Kerre, EE
    [J]. PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS, 2005, 3522 : 368 - 375
  • [38] Estimation of the channel impulse response length and the noise variance for OFDM systems
    Nguyen, VD
    Kuchenbecker, HP
    Pätzold, M
    [J]. VTC2005-SPRING: 2005 IEEE 61ST VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, PROCEEDINGS, 2005, : 429 - 433
  • [39] Nonlinear multiuser detection based on SVM in fading channel with impulse noise
    Zhang Jian
    Peng QiCong
    Shao Huaizong
    Shao Tiange
    [J]. 2006 6TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS PROCEEDINGS, 2006, : 545 - +
  • [40] Channel Impulse Noise Minimization using Digital Smear and Desmear filter
    Oletu, Grace
    Rapajic, Predrag
    Anang, Kwashie
    Wu, Ruiheng
    [J]. 2012 IEEE 31ST INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2012, : 456 - 462