Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems

被引:115
作者
Luo, Yaming [1 ]
Zhang, Jun [1 ]
Letaief, Khaled B. [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Energy harvesting; two-hop transmission; directional water-filling; time scheduling; power allocation;
D O I
10.1109/TW.2013.081413.122021
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
Energy harvesting (EH) has recently emerged as a promising technique for green communications. To realize its potential, communication protocols need to be redesigned to combat the randomness of the harvested energy. In this paper, we investigate how to apply relaying to improve the short-term performance of EH communication systems. With an EH source and a non-EH half-duplex relay, we consider two different design objectives: 1) short-term throughput maximization; and 2) transmission completion time minimization. Both problems are joint time scheduling and power allocation problems, rendered quite challenging by the half-duplex constraint at the relay. A key finding is that directional water-filling (DWF), which is the optimal power allocation algorithm for the single-hop EH system, can serve as guideline for the design of two-hop communication systems, as it not only determines the value of the optimal performance, but also forms the basis to derive optimal solutions for both design problems. Based on a relaxed energy profile along with the DWF algorithm, we derive key properties of the optimal solutions for both problems and thereafter propose efficient algorithms. Simulation results will show that both time scheduling and power allocation optimizations are necessary in two-hop EH communication systems.
引用
收藏
页码:4729 / 4741
页数:13
相关论文
共 24 条
[1]   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
[2]   A General Framework for the Optimization of Energy Harvesting Communication Systems with Battery Imperfections [J].
Devillers, Bertrand ;
Guenduez, Deniz .
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2012, 14 (02) :130-139
[3]  
EnOcean GmbH, SOL CELLS EN HARV SE
[4]  
GUNDUZ D, P 2011 INT WORKSH CO
[5]   Optimal Energy Allocation for Wireless Communications With Energy Harvesting Constraints [J].
Ho, Chin Keong ;
Zhang, Rui .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (09) :4808-4818
[6]  
Huang C., 2013, IEEE J SEL AREAS COM, V31
[7]  
Huang C., OPTIMAL POWER ALLOCA
[8]   Power management in energy harvesting sensor networks [J].
Kansal, Aman ;
Hsu, Jason ;
Zahedi, Sadaf ;
Srivastava, Mani B. .
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2007, 6 (04) :32
[9]   Power Allocation in Multi-Antenna Wireless Systems Subject to Simultaneous Power Constraints [J].
Khoshnevisan, Mostafa ;
Laneman, J. Nicholas .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (12) :3855-3864
[10]  
LUO Y, P 2012 IEEE GLOB