Towards Energy Efficient Load Balancing for Sustainable Green Wireless Networks Under Optimal Power Supply

被引:15
|
作者
Hossain, Md. Sanwar [1 ]
Jahid, Abu [2 ]
Islam, Khondoker Ziaul [3 ]
Alsharif, Mohammed H. [4 ]
Rahman, Khondokar Mizanur [5 ]
Rahman, Md. Fayzur [6 ]
Hossain, Md. Farhad [7 ]
机构
[1] Mil Inst Sci & Technol, Dept Elect Elect & Commun Engn, Dhaka 1216, Bangladesh
[2] Univ Ottawa, Elect & Comp Engn, Ottawa, ON K1N 6N5, Canada
[3] Bangladesh Univ Business & Technol, Dept Elect & Elect Engn, Dhaka 1216, Bangladesh
[4] Sejong Univ, Coll Elect & Informat Engn, Dept Elect Engn, Seoul 05006, South Korea
[5] Birmingham City Univ, Sch Engn & Built Environm, Birmingham B4 7XG, W Midlands, England
[6] Green Univ Bangladesh, Dept Elect & Elect Engn, Dhaka 1205, Bangladesh
[7] Bangladesh Univ Engn & Technol, Dept Elect & Elect Engn, Dhaka 1205, Bangladesh
来源
IEEE ACCESS | 2020年 / 8卷
关键词
Load balancing; cell zooming; green communication; energy-efficiency; eco-friendly; sustainability; USER ASSOCIATION; BASE STATIONS; MANAGEMENT; ALLOCATION; OPERATION; AWARE;
D O I
10.1109/ACCESS.2020.3035447
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The enormous growth in the cellular networks and ubiquitous wireless services has incurred momentous energy consumption, greenhouse gas (GHG) emissions and thereby, imposed a great challenge to the development of energy-efficient sustainable cellular networks. With the augmentation of harvesting renewable energy, cellular base stations (BSs) are progressively being powered by renewable energy sources (RES) to reduce the energy crisis, carbon contents, and its dependency on conventional grid supply. Thus, the combined utilization of renewable energy sources with the electrical grid system is proving to be a more realistic option for developing an energy-efficient as well as an eco-sustainable system in the context of green mobile communications. The ultimate objective of this work is to develop a traffic-aware grid-connected solar photovoltaic (PV) optimal power supply system endeavoring the remote radio head (RRH) enabled heterogeneous networks (HetNets) aiming to minimize grid energy consumption and carbon footprint while ensuring long-term energy sustainability and energy efficiency (EE). Moreover, the load balancing technique is implemented among collocated BSs for better resource blocks (RBs) utilization and thereafter, the performance of the system is compared with an existing cell zooming enabled cellular architecture for benchmarking. Besides, the techno-economic feasibility of the envisaged system has been extensively analyzed using HOMER optimization software considering the dynamic nature of solar generation profile and traffic arrival rate. Furthermore, a thorough investigation is conducted with the help of Monte-Carlo simulations to assess the wireless network performance in terms of throughput, spectral efficiency (SE), and energy efficiency as well under a wide range of design scenarios. The numerical outcomes demonstrate that the proposed grid-tied solar PV/battery system can achieve a significant reduction of grid power consumption yielding up to 54.8% and ensure prominent energy sustainability with the effective modeling of renewable energy harvesting.
引用
收藏
页码:200635 / 200654
页数:20
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