Optimisation of indoor hybrid PLC/VLC/RF communication systems

被引:13
作者
Sreenivasa Reddy, Yeduri [1 ]
Panda, Meenakshi [1 ]
Dubey, Ankit [2 ]
Kumar, Abhinav [3 ]
Panigrahi, Trilochan [1 ]
Rabie, Khaled M. [4 ]
机构
[1] NIT Goa, Dept Elect & Commun Engn, Ponda 403401, India
[2] IIT Jammu, Dept Elect Engn, Jammu 181221, India
[3] IIT Hyderabad, Dept Elect Engn, Hyderabad 502285, Telangana, India
[4] Manchester Metropolitan Univ, Sch Engn, Manchester M15 6BH, Lancs, England
关键词
carrier transmission on power lines; convex programming; iterative methods; approximation theory; free-space optical communication; bandwidth allocation; indoor communication; nonlinear programming; AP association; fibre-based wired backhaul system; system capacity; optimisation parameters; nonlinear optimisation problem; convex optimisation problems; indoor hybrid PLC-VLC-RF communication system optimization; hybrid power line communication; visible light communication; radio frequency fronthaul; signal-to-noise ratio-based access point association; smart devices; BW allocation strategies; sum rate capacity maximization; hierarchical decomposition method; analytical approximation; Lagrangian multiplier method; optimal SRC; SUM-RATE MAXIMIZATION; VISIBLE-LIGHT COMMUNICATION; POWER-LINES; PERFORMANCE; DOWNLINK;
D O I
10.1049/iet-com.2019.0665
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
In this study, the authors propose a hybrid power line communication (PLC)/visible light communication (VLC)/radio frequency (RF) fronthaul with a fibre-based wired backhaul system to support massive number of smart devices (SDs). Since a signal-to-noise ratio-based access point (AP) association and bandwidth (BW) allocation for each SD do not necessarily improve the system capacity, they propose novel and efficient AP association and BW allocation strategies to maximise the sum rate capacity (SRC) of the hybrid system under consideration. An optimisation problem is formulated for the SRC with the AP association and BW allocation as the optimisation parameters and a hierarchical decomposition method is used to convert the non-linear optimisation problem into a set of convex optimisation problems. Then, the proposed strategies are used to solve the optimisation problem in an iterative manner until the SRC converges to an optimal value. Further, an analytical approximation for the BW allocated to each SD for a given AP association is derived using the Lagrangian multiplier method. The performance of the proposed system is evaluated through extensive numerical results. Moreover, the effect of the increased number of SDs on the optimal SRC is analysed.
引用
收藏
页码:117 / 126
页数:10
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