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Volumn , Issue , 2013, Pages 3264-3268

Reinforcement learning approach to dynamic activation of base station resources in wireless networks

Author keywords

Energy efficient base station; Green wireless networks; Online Q Learning; Reinforcement learning

Indexed keywords

ENERGY EFFICIENT; NETWORK SERVICES; NETWORK TRAFFIC; ON-LINE ALGORITHMS; Q-LEARNING; REDUCE ENERGY CONSUMPTION; REINFORCEMENT LEARNING APPROACH; TRAINING PHASE;

EID: 84893304173     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PIMRC.2013.6666710     Document Type: Conference Paper
Times cited : (26)

References (10)
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    • (2008) IEEE PIMRC
    • Claussen, H.1    Ho, W.L.T.2    Pivit, F.3
  • 6
    • 77951454439 scopus 로고    scopus 로고
    • Energy efficiency aspects of base station deployment strategies for cellular networks
    • Septermber
    • Fred Richter, Albrecht J. Fehske and Gerhard P. Fettweis, "Energy Efficiency Aspects of Base Station Deployment Strategies for Cellular Networks," IEEE Vehicular Technology Conference, Septermber 2009.
    • (2009) IEEE Vehicular Technology Conference
    • Richter, F.1    Fehske, A.J.2    Fettweis, G.P.3
  • 7
    • 78149431165 scopus 로고    scopus 로고
    • Cell zooming for cost-efficient green cellular networks
    • November
    • Zhisheng Niu, Yiqun Wu, Jie Gong and Zexi Yang, "Cell Zooming for Cost-Efficient Green Cellular Networks," IEEE Communications Maganine, Vol. 48, No. 11, pp. 74-79, November 2010.
    • (2010) IEEE Communications Maganine , vol.48 , Issue.11 , pp. 74-79
    • Niu, Z.1    Wu, Y.2    Gong, J.3    Yang, Z.4
  • 8
    • 79960877512 scopus 로고    scopus 로고
    • Optimal control for base station sleep mode in energy efficient radio access networks
    • April
    • Salah-Eddine Elayoubi, Louai Saker and Tijani Chahed, "Optimal Control for Base Station Sleep Mode in Energy Efficient Radio Access Networks," IEEE INFOCOM, pp. 106-110, April 2011.
    • (2011) IEEE INFOCOM , pp. 106-110
    • Elayoubi, S.-E.1    Saker, L.2    Chahed, T.3
  • 10
    • 34249833101 scopus 로고
    • Technical notes: QLearning
    • Christopher J. C. H. Watkins and Peter Dayan, "Technical Notes: QLearning," Machine Learning, Vol. 8, pp. 279-292, 1992.
    • (1992) Machine Learning , vol.8 , pp. 279-292
    • Watkins, H.C.C.J.1    Dayan, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.