Distributed Resource Allocation for Green HetNets with Renewable Energy Resources

被引:0
|
作者
Zhang, Bin [1 ,3 ]
Liu, Yi [1 ,2 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou, Peoples R China
[2] Guangdong Prov Key Lab IoT Informat Technol, Guangzhou, Peoples R China
[3] Guangdong Hong Kong Macao Joint Lab Smart Discret, Guangzhou 510006, Peoples R China
关键词
Green HetNets; distributed resource allocation; renewable integration; energy efficiency; USER ASSOCIATION; EDGE; OPTIMIZATION; INTELLIGENT; INTERNET;
D O I
10.1142/S0218001421590291
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In fifth generation (5G) systems, green heterogeneous network (HetNet) is capable of achieving energy efficiency by densely deploying renewable-powered small cells. However, the small cells may suffer performance degradation due to the limited backhaul from macro base station (BS) and renewable intermittency. In this paper, we introduce a distributed HetNet architecture in which the renewable-powered small cell BSs collaboratively exchange information and allocate the spectrum and power resources by themselves. Considering the uncertainty of the available spectrum, renewable energy supply and traffic loads, a stochastic optimization problem is formulated to maximize the energy efficiency for distributed small cell BSs. A distributed resource allocation algorithm is proposed to obtain the optimal spectrum and power allocating strategies for each small cell. Finally, the numerical results demonstrate the effectiveness of the proposed algorithm.
引用
收藏
页数:16
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