On the Optimal Transmission Policy in Hybrid Energy Supply Wireless Communication Systems

被引:13
作者
Mao, Yuyi [1 ]
Yu, Guanding [2 ,3 ]
Zhang, Zhaoyang [2 ]
机构
[1] Zhejiang Univ, Inst Informat & Commun Engn, Hangzhou 310027, Zhejiang, Peoples R China
[2] Zhejiang Univ, Dept Informat Sci & Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
[3] Zhejiang Prov Key Lab Data Storage & Transmiss Te, Hangzhou 310018, Zhejiang, Peoples R China
关键词
Energy harvesting; hybrid energy supply; optimal transmission scheduling; save-then-transmit protocol; dynamic programming; POWER; NETWORKS;
D O I
10.1109/TWC.2014.2323981
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
This paper addresses the optimal transmission scheduling problem in hybrid energy supply systems with the save-then-transmit protocol, where the energy supply of the transmitter comes from both the primary battery and the energy harvester. We first consider minimizing the outage probability for a given amount of battery energy by optimizing the saving factor. It is demonstrated that harvesting external energy is unnecessary for a large spectral efficiency requirement. Then, we consider joint packet scheduling and saving factor optimization to the battery energy consumption minimization (BECM) problem in both single packet arrival and burst packet arrival scenarios. Both optimal and suboptimal offline policies with full information on the traffic profile, the harvesting power, and the channel state are developed. We also propose an optimal online policy in the case that only causal information is available. Numerical results are presented that validate the effectiveness of the proposed algorithms.
引用
收藏
页码:6422 / 6430
页数:9
相关论文
共 26 条
[1]  
[Anonymous], P IEEE VEH TECHN C S
[2]  
[Anonymous], P IEEE GLOBECOM
[3]  
[Anonymous], 2005, DYNAMIC PROGRAMMING
[4]  
[Anonymous], IEEE T IN PRESS MAY
[5]   A Learning Theoretic Approach to Energy Harvesting Communication System Optimization [J].
Blasco, Pol ;
Guenduez, Deniz ;
Dohler, Mischa .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (04) :1872-1882
[6]   EXPERIMENTS INVOLVING A MICROWAVE BEAM TO POWER AND POSITION A HELICOPTER [J].
BROWN, WC .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1969, AES5 (05) :692-&
[7]  
Campello J, 1998, 1998 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, P193, DOI 10.1109/ISIT.1998.708791
[8]  
Cao Xi- Ren, 2007, STOCHASTIC LEARNING
[9]   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
[10]   Control of Wireless Networks with Rechargeable Batteries [J].
Gatzianas, Marios ;
Georgiadis, Leonidas ;
Tassiulas, Leandros .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (02) :581-593