Research Article
A Green Transmission Power Control Scheme for Cellular Networks in Smart Grid
@INPROCEEDINGS{10.4108/icst.chinacom.2014.256349, author={Ke Zhang and Yuming Mao and Supeng Leng}, title={A Green Transmission Power Control Scheme for Cellular Networks in Smart Grid}, proceedings={9th International Conference on Communications and Networking in China}, publisher={IEEE}, proceedings_a={CHINACOM}, year={2015}, month={1}, keywords={green cellular network smart grid}, doi={10.4108/icst.chinacom.2014.256349} }- Ke Zhang
Yuming Mao
Supeng Leng
Year: 2015
A Green Transmission Power Control Scheme for Cellular Networks in Smart Grid
CHINACOM
IEEE
DOI: 10.4108/icst.chinacom.2014.256349
Abstract
This paper proposed a green transmission power control scheme for cellular networks in the smart grid environment where several electricity retailers offer different prices to the BSs. The power allocation of each BS is formulated as a noncooperative game. In a dynamic environment, the competition behaviors of BSs are modeled as a stochastic learning process and a conjecture based multi-agent reinforcement learning algorithm is proposed. Numerical results show that our proposed scheme can significantly improve the network’s energy efficiency and reduce operational expenditure.
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