Coalitional Planning for Energy Efficiency of HetNets Powered by Hybrid Energy Sources

被引:15
作者
Fletscher, Luis A. [1 ]
Maestre, Jose M. [2 ,3 ]
Valencia Peroni, Catalina [4 ]
机构
[1] Univ Antioquia, Fac Ingn, Dept Ingn Elect & Telecomunicac, Medellin 050010, Colombia
[2] Univ Seville, Dept Syst Engn & Automat, Sch Engn, Seville 41092, Spain
[3] Tokyo Inst Technol, Sch Comp, Dept Comp Sci, Yokohama, Kanagawa 2268502, Japan
[4] Univ Nacl Colombia, Dept Proc & Energy, Medellin 050034, Colombia
关键词
HetNets; game theory; coalitional games; network planning; renewable energies; SHAPLEY VALUE; ALLOCATION;
D O I
10.1109/TVT.2018.2809639
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 paper, we focus on the problem of planning heterogeneous cellular networks powered by renewable energy sources, which are a good alternative for dealing with the growth of mobile data traffic while minimizing energy consumption. The paper proposes a method based on a coalitional game in which small cells are players, with the Shapley value determining the contribution of each potential small cell to the global performance of the system. The characteristic function of the game is based on three key performance indicators: percentage of users served, reduction of grid consumption, and average transmission rate. The success of the coalitional game-based planning process is considered from an energy efficiency perspective, which means a reduction of on grid consumption and an improvement of network performance according to renewable energy availability. The efficiency of the coalitional design is compared with other heuristic and optimal alternatives in two simulation examples. Our results show that the proposed coalitional planning scheme produces an efficient use of energy compared to other strategies.
引用
收藏
页码:6573 / 6584
页数:12
相关论文
共 46 条
  • [1] Seven Ways that HetNets Are a Cellular Paradigm Shift
    Andrews, Jeffrey G.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (03) : 136 - 144
  • [2] [Anonymous], 2017, CISCO VISUAL NETWORK
  • [3] [Anonymous], T EMERG TELECOMMUN T
  • [4] [Anonymous], RISK 7
  • [5] [Anonymous], 1952, VALUE N PERS GAMES
  • [6] [Anonymous], 2014, LTE EV UN TERR RAD A
  • [7] [Anonymous], EURASIP J WIRELESS C
  • [8] [Anonymous], 2017, TR 33.885, P1
  • [9] [Anonymous], SIATA SIST AL TEMPR
  • [10] [Anonymous], MATLAB R2012A