Base Station Sleeping and Resource Allocation in Renewable Energy Powered Cellular Networks

被引:126
作者
Gong, Jie [1 ]
Thompson, John S. [2 ]
Zhou, Sheng [1 ]
Niu, Zhisheng [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
[2] Univ Edinburgh, Inst Digital Commun, Sch Engn, Edinburgh EH9 3JL, Midlothian, Scotland
基金
美国国家科学基金会; 英国工程与自然科学研究理事会;
关键词
Energy harvesting; resource allocation; base station sleeping; dynamic programming; STRATEGIES; CHANNEL;
D O I
10.1109/TCOMM.2014.2359883
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
We consider energy-efficient wireless resource management in cellular networks where base stations (BSs) are equipped with energy harvesting devices, using statistical information for traffic intensity and renewable energy. The problem is formulated as adapting BSs' on-off states, active resource blocks (e.g., subcarriers), and renewable energy allocation to minimize the average grid power consumption while satisfying the users' quality of service (blocking probability) requirements. It is transformed into an unconstrained optimization problem to minimize a weighted sum of grid power consumption and blocking probability. A two-stage dynamic programming algorithm is proposed to solve this problem, by which the BSs' on-off states are optimized in the first stage, and the active BSs' resource blocks are allocated iteratively in the second stage. Compared with the optimal joint BSs' on-off states and active resource blocks allocation algorithm, the proposed algorithm greatly reduces the computational complexity and can achieve the optimal performance when the traffic is uniformly distributed.
引用
收藏
页码:3801 / 3813
页数:13
相关论文
共 33 条
[1]  
Marsan MA, 2013, IEEE INT CONF COMM, P596, DOI 10.1109/ICCW.2013.6649303
[2]  
[Anonymous], P IEEE VEH TECHN C S
[3]  
[Anonymous], 2012, Dynamic Programming and Optimal Control
[4]  
[Anonymous], 1979, Reversibility and Stochastic Networks
[5]   Optimal Packet Scheduling on an Energy Harvesting Broadcast Link [J].
Antepli, Mehmet Akif ;
Uysal-Biyikoglu, Elif ;
Erkal, Hakan .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011, 29 (08) :1721-1731
[6]  
Auer G., 2011, Proc. IEEE VTC Spring, P1
[7]  
Bacinoglu BT, 2014, IEEE INT SYMP INFO, P1176, DOI 10.1109/ISIT.2014.6875018
[8]   Finite-Horizon Online Transmission Scheduling on an Energy Harvesting Communication Link with a Discrete Set of Rates [J].
Bacinoglu, Baran Tan ;
Uysal-Biyikoglu, Elif .
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2014, 16 (03) :293-300
[9]  
Chen SB, 2011, IEEE INFOCOM SER, P2273, DOI 10.1109/INFCOM.2011.5935044
[10]   Delay-Aware BS Discontinuous Transmission Control and User Scheduling for Energy Harvesting Downlink Coordinated MIMO Systems [J].
Cui, Ying ;
Lau, Vincent K. N. ;
Wu, Yueping .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (07) :3786-3795