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.
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页数:16
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