Energy-efficient scheduling of small cells in 5G: A meta-heuristic approach

被引：23

作者：

Shuvo, Md Shahin Alom ^{[1
,3
]}

Munna, Md Azad Rahaman ^{[1
]}

Sarker, Sujan ^{[2
]}

Adhikary, Tamal ^{[1
]}

Razzaque, Md Abdur ^{[1
,3
]}

Hassan, Mohammad Mehedi ^{[4
,5
]}

Aloi, Gianluca ^{[6
]}

Fortino, Giancarlo ^{[6
]}

机构：

[1] Univ Dhaka, Dept Comp Sci & Engn, Green Networking Res Grp, Dhaka, Bangladesh

[2] Univ Dhaka, Dept Robot & Mechatron Engn, Dhaka, Bangladesh

[3] Green Univ Bangladesh, Dept Comp Sci & Engn, Dhaka, Bangladesh

[4] King Saud Univ, Coll Comp & Informat Sci, Riyadh 11543, Saudi Arabia

[5] King Saud Univ, Res Chair Pervas & Mobile Comp, Riyadh 11543, Saudi Arabia

[6] Univ Calabria, Dept Informat Modeling Elect & Syst, I-87036 Arcavacata Di Rende, Italy

来源：

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS | 2021年 / 178卷 / 178期

关键词：

Energy-efficiency; Scheduling; Small cell; HetNet; Minimize energy; Genetic algorithm; State switching delay; QUALITY-OF-EXPERIENCE; MOBILE; CONSUMPTION; NETWORKS; SERVICES; TRADEOFF; STATIONS;

D O I：

10.1016/j.jnca.2021.102986

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Scheduling of small cells in Fifth-Generation (5G) mobile network is highly important for achieving energy efficiency and providing Quality of Service (QoS) to the applications users. Minimization of energy consumption hampers QoS. This problem has been further complicated due to exponential increase of mobile application users demanding high data rate. The performances of energy-saving approaches in the literature are limited by the fact that they exploit mere historical data-driven two state operation modes of small cells. This paper formulates the problem of scheduling small cells as a non-linear optimization problem. It then offers a meta heuristic evolutionary algorithm to solve the problem in polynomial time. The proposed algorithm takes into account four operation states of small cells to minimize the energy consumption while satisfying the users' QoS. The results of our performance analysis depict that the proposed algorithm outperforms the state-of-the-art works in terms of energy-saving, switching delay, etc.

引用

页数：14

共 41 条

[31]

Rizvi S, 2017, 2017 INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEM AND SIMULATION (ICCSS 2017), P142, DOI 10.1109/CIRSYSSIM.2017.8023199

[32] User mobility and Quality-of-Experience aware placement of Virtual Network Functions in 5G [J].

Roy, Palash ;

Tahsin, Anika ;

Sarker, Sujan ;

Adhikary, Tamal ;

Razzaque, Md. Abdur ;

Hassan, Mohammad Mehedi .

COMPUTER COMMUNICATIONS, 2020, 150 :367-377

[33] Tradeoff between execution speedup and reliability for compute-intensive code offloading in mobile device cloud [J].

Saha, Sajeeb ;

Habib, Md. Ahsan ;

Adhikary, Tamal ;

Razzaque, Md. Abdur ;

Rahman, Md. Mustafizur .

MULTIMEDIA SYSTEMS, 2019, 25 (05) :577-589

[34] Energy usage of mobile telephone services in Germany [J].

Schaefer, C ;

Weber, C ;

Voss, A .

ENERGY, 2003, 28 (05) :411-420

[35] Green Heterogeneous Small-Cell Networks: Toward Reducing the CO2 Emissions of Mobile Communications Industry Using Uplink Power Adaptation [J].

Shakir, Muhammad Zeeshan ;

Qaraqe, Khalid A. ;

Tabassum, Hina ;

Alouini, Mohamed-Slim ;

Serpedin, Erchin ;

Imran, Muhammad Ali .

IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (06) :52-61

[36]

Son Kyuho, 2012, GREEN COMMUN THEOR F

[37]

Sun Wanlu, 2010, P IEEE GREENCOMM MIA

[38] Interference-aware high-throughput channel allocation mechanism for CR-VANETs [J].

Tabassum, Madiha ;

Razzaque, Md Abdur ;

Hassan, Mohammad Mehedi ;

Almogren, Ahmad ;

Alamri, Atif .

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016, :1-15

[39]

Vereecken W., 2012, 2012 9th Annual Conference on Wireless On-demand Network Systems and Services (WONS), P63, DOI 10.1109/WONS.2012.6152239

[40]

Yu W., 2016, 2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC), P1, DOI [10.1109/PCCC.2016.7820622, DOI 10.1109/PCCC.2016.7820622]

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