Design method of energy efficiency optimization in PLC-RF wireless transmission networks

Yueyu JIANG; Haoxin CHENG; Kang WANG; Wenjun DAI; Xiaoyu LIU

doi:10.11959/j.issn.1000-0801.2023100

您当前的位置：

首页 >

文章列表页 >

Design method of energy efficiency optimization in PLC-RF wireless transmission networks

Research and Development | 更新时间：2024-06-05

- Design method of energy efficiency optimization in PLC-RF wireless transmission networks
- Telecommunications Science Vol. 39, Issue 4, Pages: 111-119(2023)
- 作者机构：
  
  1. 国网常州供电公司信息通信分公司，江苏常州 213000
  2. 南京邮电大学通信与信息工程学院，江苏南京 210003
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2023100
  CLC： TN92
- Published Online：2023-04，
  
  Published：20 April 2023
- 稿件说明：
移动端阅览
Yueyu JIANG, Haoxin CHENG, Kang WANG, et al. Design method of energy efficiency optimization in PLC-RF wireless transmission networks[J]. Telecommunications science, 2023, 39(4): 111-119.
DOI：

Yueyu JIANG, Haoxin CHENG, Kang WANG, et al. Design method of energy efficiency optimization in PLC-RF wireless transmission networks[J]. Telecommunications science, 2023, 39(4): 111-119. DOI： 10.11959/j.issn.1000-0801.2023100.

摘要

针对电力线通信（PLC）和射频（RF）无线通信混合传输的室内通信场景，提出了一种基于角度信息的信道状态信息（AI-CSI）的能效优先传输方案。首先，Wi-Fi无线网络和PLC网络分别作为主网络和次级网络，并且采用认知无线电技术来提高频谱效率的情况下，建立次级网络总能效最大化为目标函数的优化问题。其次，为了求解该问题，通过基于AI-CSI的迫零波束成形方法，获得波束成形权矢量，并进一步提出Dinkelbach与拉格朗日乘子法相结合的优化方法，进行最优的功率分配。最后，计算机仿真结果不仅验证了所提方案的有效性和优越性，而且分析了中继天线数和用户个数等典型参数对系统能效带来的影响，从而为实际系统设计提供了参考和依据。

Abstract

An energy efficiency optimization transmission scheme using angular information-based channel state information (AI-CSI) was proposed for indoor communications

which integrated the power line communication (PLC) with radio frequency (RF) wireless communication.Specifically

by considering that the Wi-Fi wireless network and the PLC network were the primary and secondary networks

an optimization problem was established to maximize the total energy efficiency of the secondary network.Then

in order to solve the problem

the beam forming weight vector was obtained by using zero-forcing method based on AI-CSI

and an optimization algorithm joint Dinkelbach with Lagrange multiplier was further presented to achieve the optimal power allocation.Finally

computer simulations were given to verify the effectiveness and superiority of the proposed scheme.Besides

the influence of key parameters such as the number of employed antennas and served users was also analyzed.

关键词

Keywords

references

吕新荣 , 李有明 , 吴永清 , 等 . 基于稀疏贝叶斯学习的MIMO-OFDM 电力线通信系统接收机设计 [J ] . 电信科学 , 2022 , 38 ( 2 ): 25 - 34 .

LYU X R , LI Y M , WU Y Q , et al . Receiver design of sparse Bayesian learning based MIMO-OFDM power line communication system [J ] . Telecommunications Science , 2022 , 38 ( 2 ): 25 - 34 .

FERREIRA H C . Power line communications theory and applications for narrowband and broadband communications over power lines [M ] . Chichester,West Sussex,UK : Wiley , 2010 .

史燕平 , 王丽娇 , 李秀彩 , 等 . 电力线和无线双媒质通信系统的自适应中继协议 [J ] . 电力自动化设备 , 2021 , 41 ( 6 ): 171 - 179 .

SHI Y P , WANG L J , LI X C , et al . Adaptive relay protocol for power line-wireless hybrid media communication system [J ] . Electric Power Automation Equipment , 2021 , 41 ( 6 ): 171 - 179 .

QIAN Y W , ZHANG C , XU Z W , et al . A reliable opportunistic routing for smart grid with in-home power line communication networks [J ] . Science China Information Sciences , 2016 , 59 ( 12 ): 122305 .

PAPADOPOULOS T A , ARGYROPOULOS G C , SARANTINOS B D , et al . Analysis of indoor PLC networks:laboratory tests and simulation results [C ] // Proceedings of 2007 IEEE Lausanne Power Tech . Piscataway:IEEE Press , 2008 : 1935 - 1940 .

KHALIL K , GAZALET M G , CORLAY P , et al . An MIMO random channel generator for indoor power-line communication [J ] . IEEE Transactions on Power Delivery , 2014 , 29 ( 4 ): 1561 - 1568 .

LÓPEZ G , MATANZA J , DE LA VEGA D , et al . The role of power line communications in the smart grid revisited:applications,challenges,and research initiatives [J ] . IEEE Access , 2019 ( 7 ): 117346 - 117368 .

PITTOLO A , TONELLO A M . A synthetic statistical MIMO PLC channel model applied to an in-home scenario [J ] . IEEE Transactions on Communications , 2017 , 65 ( 6 ): 2543 - 2553 .

RAMESH R , GURUGOPINATH S , MUHAIDAT S . Outage performance of relay-assisted single- and dual-stage NOMA over power line communications [J ] . IEEE Access , 2021 ( 9 ): 86358 - 86368 .

PRASAD G , MISHRA D . Energy-aware outage probability minimization in DF-relayed power line communication [J ] . IEEE Networking Letters , 2021 , 3 ( 1 ): 23 - 26 .

N.A.T.O.Research and T . Organisation,HF interference,procedures and tools-final report of NATO RTO information systems technology panel research task group IST- 050/RTG-022 [R ] . 2007 .

刘晓胜 , 崔莹 , 徐殿国 . 低压电力线通信组网性能优化方法 [J ] . 电力自动化设备 , 2017 , 37 ( 12 ): 16 - 21 , 42 .

LIU X S , CUI Y , XU D G . Performance optimization for low voltage power line communication [J ] . Electric Power Automation Equipment , 2017 , 37 ( 12 ): 16 - 21 , 42 .

陈智雄 , 韩东升 , 邱丽君 . 室内无线和电力线双媒质协作通信系统性能研究 [J ] . 中国电机工程学报 , 2017 , 37 ( 9 ): 2589 - 2599 .

CHEN Z X , HAN D S , QIU L J . Research on the performance of cooperation communication system based on indoor double media with wireless channel and power line [J ] . Proceedings of the CSEE , 2017 , 37 ( 9 ): 2589 - 2599 .

KASHEF M , ABDALLAH M , AL-DHAHIR N , . Transmit power optimization for a hybrid PLC/VLC/RF communication system [J ] . IEEE Transactions on Green Communications and Networking , 2018 , 2 ( 1 ): 234 - 245 .

YANG L , YAN X Q , LI S , et al . Performance analysis of dual-hop mixed PLC/RF communication systems [J ] . IEEE Systems Journal , 2021 , 16 ( 2 ): 2867 - 2878 .

陈生海 , 言小琴 , 黎赛 , 等 . 混合双跳 PLC-FSO 通信系统的性能分析 [J ] . 通信学报 , 2021 , 42 ( 10 ): 243 - 250 .

CHEN S H , YAN X Q , LI S , et al . Performance analysis of dual-hop PLC-FSO communication system [J ] . Journal on Communications , 2021 , 42 ( 10 ): 243 - 250 .

JANI M , GARG P , GUPTA A . Performance analysis of a mixed cooperative PLC–VLC system for indoor communication systems [J ] . IEEE Systems Journal , 2020 , 14 ( 1 ): 469 - 476 .

SPENCER Q H , SWINDLEHURST A L , HAARDT M . Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels [J ] . IEEE Transactions on Signal Processing , 2004 , 52 ( 2 ): 461 - 471 .

SADEK M , TARIGHAT A , SAYED A H . A leakage-based precoding scheme for downlink multi-user MIMO channels [J ] . IEEE Transactions on Wireless Communications , 2007 , 6 ( 5 ): 1711 - 1721 .

林霏 , 罗涛 , 乐光新 . 不同功率分配与中继位置下协同通信 SER 性能分析 [J ] . 中国电机工程学报 , 2008 , 28 ( 19 ): 101 - 105 .

LIN F , LUO T , YUE G X . Analysis of SER performance for cooperative communications with different power allocation and relay location [J ] . Proceedings of the CSEE , 2008 , 28 ( 19 ): 101 - 105 .

Views

341

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

A distributed CRN resource allocation algorithm based on CBR and cooperative Q-learning

Research on energy efficiency optimization assisted by active reconfigurable intelligent surface in high-speed railway scenarios

A spatial diversity cooperative spectrum sensing system based on blockchain and deep learning

Distributed high-efficiency entropy energy-saving clustering routing algorithm for SDWSN

Receiver design of sparse Bayesian learning based MIMO-OFDM power line communication system

Related Author

Lin XU

Zhijin ZHAO

DING Qingfeng

ZOU Zhixiang

Zhongshan XIAO

Chunqi WANG

Daquan FENG

Qiaoqiao MA

Related Institution

School of Electrical and Automation Engineering, East China Jiaotong University

The State Radio Monitoring Center

Shenzhen University

Ningbo Aux HighTech Co.Ltd

University of Chinese Academy of Science

⁰