On the statistical characterization of hybrid PLC-wireless channels

被引:12
作者
Oliveira, Thiago R. [1 ]
Picorone, Antonio A. M. [2 ]
Zeller, Camila B. [3 ]
Netto, Sergio L. [4 ]
Ribeiro, Moises, V [2 ,5 ]
机构
[1] Sci & Technol Southeast Minas Gerais IF Sudeste M, Elect Dept, Fed Inst Educ, Campus Juiz de Fora, Juiz De Fora, Brazil
[2] Fed Univ Juiz de Fora UFJF, Elect Engn Dept, Juiz De Fora, Brazil
[3] Fed Univ Juiz de Fora UFJF, Stat Dept, Juiz De Fora, Brazil
[4] Fed Univ Rio de Janeiro UFRJ, COPPE, Elect Engn Program, Rio De Janeiro, Brazil
[5] Smarti9 LTD, Juiz De Fora, Brazil
关键词
Hybrid channel; Power line communication; Wireless communication; Statistical modeling; Channel feature; POWER-LINE COMMUNICATIONS; COMMUNICATION; TIME;
D O I
10.1016/j.epsr.2018.07.004
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
This work aims to increase the understanding and bring the attention to the use of the so-called hybrid power line communication-wireless (PLC-wireless) channel, which is here defined as the equivalent channel that results from the concatenation of PLC and wireless channels, for data communication purposes. In this regard, we discuss about statistical modeling of average channel attenuation, root mean squared delay spread, coherence bandwidth and coherence time, which are among the main features used to characterize data communication channels. Based on a set of measured PLC-wireless channels in in-home facilities, which cover distances lower than 2 m and between 2 m and 6 m, and frequency band between 1.7 MHz and 100 MHz, statistical modeling of the aforementioned set of features is analyzed and compared when several statistical distributions are taken into account. Based on four well-established information criteria, we show the statistical distributions offering the best fits. Furthermore, we show that for the majority of these features, the best two statistical distributions for each of them achieve very similar performance in terms of the chosen information criteria and, as a consequence, both of them may be adopted to statistically model these features.
引用
收藏
页码:329 / 337
页数:9
相关论文
共 36 条
  • [1] ANATEL, 2009, BRAZ RES PLC
  • [2] [Anonymous], 2002, 22 CISPR
  • [3] [Anonymous], 1974, Introduction to the Theory of Statistics
  • [4] A New Low Cost Coupling System for Power Line Communication on Medium Voltage Smart Grids
    Artale, Giovanni
    Cataliotti, Antonio
    Cosentino, Valentina
    Di Cara, Dario
    Fiorelli, Riccardo
    Guaiana, Salvatore
    Tine, Giovanni
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (04) : 3321 - 3329
  • [5] Multivariate measurement error models using finite mixtures of skew-Student t distributions
    Barbosa Cabral, Celso Romulo
    Lachos, Victor Hugo
    Zeller, Camila Borelli
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2014, 124 : 179 - 198
  • [6] A Channel Model Proposal for Indoor Power Line Communications
    Canete, Francisco J.
    Cortes, Jose A.
    Diez, Luis
    Entrambasaguas, Jose T.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (12) : 166 - 174
  • [7] Analysis of the cyclic short-term variation of indoor power line channels
    Canete, Francisco Javier
    Cortes, Jose Antonio
    Diez, Luis
    Entrambasaguas, Jose Tomas
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2006, 24 (07) : 1327 - 1338
  • [8] Cardoso D.F., 2009, 4 INT S WIR PERV COM, P1, DOI DOI 10.1109/ISWPC.2009.4800586
  • [9] Casella G., 2002, STAT INFERENCE
  • [10] Chiueh T.D., 2007, OFDM Baseband Receiver Design for Wireless Communications