Estimate of cyclostationary PLC channels by a modified Self-Organizing Map

被引：0

作者：

Bellanti, L. ^{[1
]}

Raugi, M. ^{[1
]}

Tucci, M. ^{[1
]}

机构：

[1] Univ Pisa, Dept Elect Syst & Automat, I-56126 Pisa, Italy

来源：

ISPLC: 2009 IEEE INTERNATIONAL SYMPOSIUM ON POWER LINE COMMUNICATIONS AND ITS APPLICATIONS | 2008年

关键词：

Cyclostationary channel Orthogonal Frequency Division Multiplexing; self organizing maps (SOM); decision directed estimation;

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：

The response of power-line channels demonstrates a time-varying behaviour, synchronous to the mains, whose origin is the dependence of the impedance of some electrical devices on the mains voltage. This paper aims to present it novel decision-directed estimation method based on the Self-Organizing Map (SOM). The proposed method reveals to be very effective in the presence of time varying channels. Numerical simulations for different realistic indoor power line networks and the comparison between different approaches reveal the potential of the proposed estimation method.

引用

页码：62 / 67

页数：6

共 50 条

[31] Reducing breast biopsies by ultrasonographic analysis and a modified self-organizing map
Zheng, Y
Greenleaf, JF
Gisvold, JJ
PHYSIOLOGY AND FUNCTION FROM MULTIDIMENSIONAL IMAGES - MEDICAL IMAGING 1997, 1997, 3033 : 384 - 391
[32] A Modified Game Theoretic Self-Organizing Map for Wind Speed Forecasting
Ghofrani, M.
Mulcare, J.
Suherli, A.
Ghayekhloo, M.
2017 IEEE POWER AND ENERGY CONFERENCE AT ILLINOIS (PECI), 2017,
[33] Evolutionary mechanisms in self-organizing map
Weng, SF
Wong, F
Zhang, CS
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2020 - 2024
[34] The Continuous Interpolating Self-organizing Map
J. Göppert
W. Rosentiel
Neural Processing Letters, 1997, 5 : 185 - 192
[35] A supervised self-organizing map for structures
Hagenbuchner, M
Tsoi, AC
2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 1923 - 1928
[36] BeSOM : Bernoulli on self-organizing map
Lebbah, Mustapha
Rogovschi, Nicoleta
Bennani, Younes
2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 631 - +
[37] A new adaptive self-organizing map
Weng, SF
Wong, F
Zhang, CS
ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1, 2004, 3173 : 205 - 210
[38] The Growing Self-Organizing Surface Map
DalleMole, Vilson L.
Araujo, Aluizio F. R.
2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 2061 - +
[39] The continuous interpolating self-organizing map
Goppert, J
Rosenstiel, W
NEURAL PROCESSING LETTERS, 1997, 5 (03) : 185 - 192
[40] Applications of the growing self-organizing map
Villmann, T
Bauer, HU
NEUROCOMPUTING, 1998, 21 (1-3) : 91 - 100

← 1 2 3 4 5 →