Energy Efficient Online Power Allocation for Two Users With Energy Harvesting

  • Ashraf, Mateen
  • Jung, Jaehoon
  • Shin, Hun Min
  • Lee, Inkyu
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초록

In this letter, we propose an online power allocation (PA) method to maximize energy efficiency (EE) in energy harvesting systems with realistic battery constraints for two receivers. The optimization problem in this system configuration is challenging since it has a non-convex fractional form and the information of channel quality and the harvested energy can only be obtained causally in practice. To overcome these issues, we design time average EE maximization through Lyapunov optimization techniques where the transmission power is computed with current battery information and channel fading. Moreover, based on random matrix theory, we present a simplified online EE algorithm. Numerical experiments verify that the proposed PA outperforms conventional online approaches with much reduced computational complexity.

키워드

Energy harvestingLyapunov optimizationonline power allocationRESOURCE-ALLOCATIONSYSTEMSCHANNEL
제목
Energy Efficient Online Power Allocation for Two Users With Energy Harvesting
저자
Ashraf, MateenJung, JaehoonShin, Hun MinLee, Inkyu
DOI
10.1109/LSP.2018.2878947
발행일
2019-01
유형
Article
저널명
IEEE Signal Processing Letters
26
1
페이지
24 ~ 28