Green Heterogeneous Networks via an Intelligent Sleep/Wake-Up Mechanism and D2D Communications

Fereidoun H. Panahi, Farzad H. Panahi, Ghaith Hattab, Tomoaki Ohtsuki, Danijela Cabric

研究成果: Article査読

45 被引用数 (Scopus)

抄録

The growing environmental awareness coupled with the rising costs of energy have sparked a keen interest in the deployment of energy-efficient communication technologies over the infrastructure of cellular networks. Base stations (BSs) are responsible for the largest portion of power consumption and energy usage in cellular networks. Thus, sleep/wake-up scheduling strategies for BSs can significantly improve the energy-efficiency (EE) of cellular networks. In this paper, we propose a Fuzzy Q-Learning based energy-efficient sleep/wake-up mechanism for BSs in a heterogeneous network. The goal is to save energy, without compromising the offered Quality of Service (QoS), by switching off the redundant BSs according to the local traffic profile and depending on the required area coverage and cell EE. The energy savings achieved under our proposed sleep scheduling strategy may lead to inevitable coverage holes as fewer BSs are active. To this end, we propose to enhance the sleep/wake-up mechanism with device-to-device communications to compensate for the coverage loss in areas where BSs are switched off. Simulation results validate that the proposed framework provides significant improvements in power consumption and the EE while satisfying the minimum coverage and QoS requirements.

本文言語English
論文番号8372969
ページ(範囲)915-931
ページ数17
ジャーナルIEEE Transactions on Green Communications and Networking
2
4
DOI
出版ステータスPublished - 2018 12月

ASJC Scopus subject areas

  • 再生可能エネルギー、持続可能性、環境
  • コンピュータ ネットワークおよび通信

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