A data-driven framework has been developed to assess the carbon emissions of mobile networks in China, revealing that the launch of 5G networks leads to a decline in carbon efficiency. A deep reinforcement learning algorithm, DeepEnergy, is proposed to increase the carbon efficiency of mobile networks and reduce carbon emissions.
机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Ding, Yangxue
;
Duan, Huabo
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机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Duan, Huabo
;
Xie, Minghui
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机构:
Chinese Res Inst Environm Sci, State Key Lab Environm Criteria & Risk Assessment, Beijing 100012, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Xie, Minghui
;
Mao, Ruichang
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机构:
Tsinghua Univ, Sch Civil Engn, Dept Construct Management, Beijing, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Mao, Ruichang
;
Wang, JiaJia
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机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Wang, JiaJia
;
Zhang, Wenbo
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机构:
Acad Environm Planning, Beijing 10012, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Ding, Yangxue
;
Duan, Huabo
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Duan, Huabo
;
Xie, Minghui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Res Inst Environm Sci, State Key Lab Environm Criteria & Risk Assessment, Beijing 100012, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Xie, Minghui
;
Mao, Ruichang
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Civil Engn, Dept Construct Management, Beijing, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Mao, Ruichang
;
Wang, JiaJia
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
Wang, JiaJia
;
Zhang, Wenbo
论文数: 0引用数: 0
h-index: 0
机构:
Acad Environm Planning, Beijing 10012, Peoples R ChinaShenzhen Univ, Underground Polis Acad, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China