Revenue Maximization Through Cell Switching and Spectrum Leasing in 5G HetNets

被引:1
|
作者
Abubakar, Attai Ibrahim [1 ]
Ozturk, Cihat [2 ]
Ozturk, Metin [2 ]
Mollel, Michael S. [3 ]
Asad, Syed Muhammad [1 ,4 ]
Hassan, Naveed Ul [5 ]
Hussain, Sajjad
Imran, Muhammad Ali [1 ]
机构
[1] Univ Glasgow, James Watt Sch Engn, Commun Sensing & Imaging CSI Res Grp, Glasgow G12 8QQ, Lanark, Scotland
[2] Ankara Yildirim Beyazit Univ, Fac Engn & Nat Sci, TR-06010 Ankara, Turkey
[3] Nelson Mandela African Inst Sci & Technol NM AIST, Arusha 23311, Tanzania
[4] Transport London TfL Head Quarter, London SE10 0ES, England
[5] Lahore Univ Management Sci, Syed Babar Ali Sch Sci & Engn, Dept Elect Engn, Lahore 54792, Pakistan
基金
英国工程与自然科学研究理事会;
关键词
Switches; Energy consumption; Pricing; Optimization; Quality of service; Licenses; Energy efficiency; 5G; HetNet; cell switching; energy efficiency; green communications; spectrum leasing; simulated annealing algorithm; NETWORKS; ENERGY;
D O I
10.1109/ACCESS.2022.3172280
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Even though dynamic cell switching is a prominent approach for energy optimization in heterogeneous wireless communication networks, it results in spectrum under-utilization as the spectrum originally occupied by the base stations that are turned off remain dormant. In order to make the businesses of primary network (PN) operators, who hold the spectrum license, more profitable and sustainable as well as to avoid spectrum under-utilization, this dormant spectrum can be leased to the secondary network (SN) operators who cannot afford to purchase the spectrum license. In this study, first, the cell switching problem, which solely focuses on the amount of energy saved, is translated to a problem of revenue maximization by including the spectrum leasing concept and converting the energy saving to monetary saving from reduced electricity bills. In this regard, two spectrum demand scenarios are considered for the SN operator: delay tolerant (DT), for non-real time applications, and non-delay tolerant (NDT), for real time applications. Then, a cell switching and spectrum leasing framework based on simulated annealing algorithm is developed to maximize the revenue of the PN while respecting the quality-of-service constraints. The simulation results reveal that the DT spectrum demand is more beneficial to both PN and SN operators as it results in greater revenue for the former while the latter is able to access more spectrum to meet higher service demands. This finding suggests that if the application can tolerate delays, then it makes more sense for both PN and SN to adopt the DT scenario. In addition, it is observed that the performance of the proposed framework is very close to that of the optimal solution with a significant reduction in the computation complexity.
引用
收藏
页码:48301 / 48317
页数:17
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