Statistical Modeling of Energy Harvesting in Hybrid PLC-WLC Channels

被引:3
|
作者
Fernandes, Victor [1 ]
Nogueira, Thiago F. A. [2 ]
Poor, H. Vincent [3 ]
Ribeiro, Moises V. [2 ]
机构
[1] Fed Fluminense Univ, Dept Telecommun Engn, BR-24210240 Niteroi, RJ, Brazil
[2] Univ Fed Juiz de Fora, Dept Elect Engn, BR-36036330 Juiz De Fora, MG, Brazil
[3] Princeton Univ, Dept Elect & Comp Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
power line communication; wireless communication; hybrid channel; energy harvesting; statistical modeling; POWER-LINE; WIRELESS; COMMUNICATION; ALLOCATION;
D O I
10.3390/su14010442
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This work introduces statistical models for the energy harvested from the in-home hybrid power line-wireless channel in the frequency band from 0 to 100 MHz. Based on numerical analyses carried out over the data set obtained from a measurement campaign together with the use of the maximum likelihood value criterion and the adoption of five distinct power masks for power allocation, it is shown that the log-normal distribution yields the best model for the energies harvested from the free-of-noise received signal and from the additive noise in this setting. Additionally, the total harvested energy can be modeled as the sum of these two statistically independent random variables. Thus, it is shown that the energies harvested from this kind of hybrid channel is an easy-to-simulate phenomenon when carrying out research related to energy-efficient and self-sustainable networks.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Statistical modeling of magnitudes of Brazilian in-home PLC and hybrid PLC-wireless channels
    Nogueira, Thiago F. do A.
    Colen, Guilherme R.
    Fernandes, Victor
    Ribeiro, Moises, V
    [J]. PHYSICAL COMMUNICATION, 2020, 39
  • [2] On the statistical characterization of hybrid PLC-wireless channels
    Oliveira, Thiago R.
    Picorone, Antonio A. M.
    Zeller, Camila B.
    Netto, Sergio L.
    Ribeiro, Moises, V
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2018, 163 : 329 - 337
  • [3] Modeling of Hybrid Energy Harvesting Communication Systems
    Altinel, Dogay
    Kurt, Gunes Karabulut
    [J]. IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2019, 3 (02): : 523 - 534
  • [4] Statistical Energy Neutrality in IoT Hybrid Energy-Harvesting Networks
    Escolar, Soledad
    Caruso, Antonio
    Chessa, Stefano
    del Toro, Xavier
    Villanueva, Felix J.
    Lopez, Juan C.
    [J]. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2018, : 449 - 454
  • [5] Dedicated Energy Harvesting in Concatenated Hybrid PLC-Wireless Systems
    Fernandes, Victor
    Poor, H. Vincent
    Ribeiro, Moises V.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (06) : 3839 - 3853
  • [6] Modeling of Multiple Energy Sources for Hybrid Energy Harvesting IoT Systems
    Altinel, Dogay
    Kurt, Gunes Karabulut
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (06): : 10846 - 10854
  • [7] Hybrid ARQ in Block-Fading Channels with an Energy Harvesting Receiver
    Mandavi-Doost, Hajar
    Yates, Roy D.
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, : 1144 - 1148
  • [8] Electromechanical and Statistical Modeling of Turbulence-Induced Vibration for Energy Harvesting
    Hobeck, Jared D.
    Inman, Daniel J.
    [J]. ACTIVE AND PASSIVE SMART STRUCTURES AND INTEGRATED SYSTEMS 2013, 2013, 8688
  • [9] Energy Harvesting Cooperative Wireless Systems: Probabilistic Modeling and Statistical Analysis
    Aparna, M.
    Bitragunta, Sainath
    [J]. 2019 IEEE MTT-S WIRELESS POWER TRANSFER CONFERENCE (WPTC) / IEEE PELS WORKSHOP ON EMERGING TECHNOLOGIES: WIRELESS POWER (WOW) / WIRELESS POWER WEEK (WPW 2019), 2019, : 520 - 525
  • [10] Statistical Modeling of the Average Channel Gain and Delay Spread in In-Home PLC Channels
    Oliveira, Thiago R.
    Zeller, Camila B.
    Netto, Sergio L.
    Ribeiro, Moises V.
    [J]. 2015 INTERNATIONAL SYMPOSIUM ON POWER LINE COMMUNICATIONS AND ITS APPLICATIONS (ISPLC), 2015, : 184 - 188