DocumentCode :
34971
Title :
Delay-sensitive dynamic resource control for energy harvesting wireless systems with finite energy storage
Author :
Fan Zhang ; Lau, Vincent K. N.
Author_Institution :
Hong Kong Univ. of Sci. & Technol., Hong Kong, China
Volume :
53
Issue :
8
fYear :
2015
fDate :
Aug-15
Firstpage :
106
Lastpage :
113
Abstract :
Energy harvesting technology has become a promising solution to enhance the energy efficiency and reduce carbon emissions in future wireless systems. In future wireless systems, most of the data throughput will come from delay-sensitive applications. To ensure a good experience for an end user, we target the optimization of the delay performance of an EH wireless system with finite energy storage. As such, it is necessary to adapt the resource allocation to the channel fading information, data queue length, and energy queue length information. The channel fading information provides the channel quality, the data queue length information provides the dynamic urgency of the transmitted data flows, and the energy queue length information provides the information on how much available energy is left in the energy buffer. Such a problem is quite challenging because it belongs to an infinite dimensional stochastic optimization. In this article, we review the existing works on the resource allocation problem in EH wireless systems. We also propose a low-complexity delay-sensitive resource control scheme and discuss valuable design insights.
Keywords :
air pollution control; data communication; energy conservation; energy harvesting; energy storage; fading channels; queueing theory; radiocommunication; resource allocation; stochastic programming; telecommunication power management; EH wireless system; carbon emission reduction; channel fading information; channel quality; data queue length information; data throughput; energy buffer; energy efficiency enhancement; energy harvesting wireless system; energy queue length information; finite energy storage; infinite dimensional stochastic optimization; low-complexity delay-sensitive dynamic resource control; resource allocation problem; transmitted data flow dynamic urgency; Delays; Dynamic scheduling; Energy harvesting; Energy storage; Power control; Renewable energy sources; Wireless communication;
fLanguage :
English
Journal_Title :
Communications Magazine, IEEE
Publisher :
ieee
ISSN :
0163-6804
Type :
jour
DOI :
10.1109/MCOM.2015.7180516
Filename :
7180516
Link To Document :
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