메뉴 건너뛰기




Volumn 4, Issue , 2016, Pages 5755-5763

A New Energy Prediction Algorithm for Energy-Harvesting Wireless Sensor Networks With Q-Learning

Author keywords

Energy harvesting; prediction algorithms; solar energy; wireless sensor networks

Indexed keywords

ELECTRIC BATTERIES; ENERGY HARVESTING; FORECASTING; LEARNING ALGORITHMS; SOLAR ENERGY;

EID: 85027046574     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2016.2606541     Document Type: Article
Times cited : (111)

References (22)
  • 2
    • 84943589715 scopus 로고    scopus 로고
    • Experimental study of capture effect for medium access control with ALOHA
    • S. Kosunalp, P. D. Mitchell, D. Grace, and T. Clarke, "Experimental study of capture effect for medium access control with ALOHA," ETRI J., vol. 37, no. 2, pp. 359-368, 2015.
    • (2015) ETRI J. , vol.37 , Issue.2 , pp. 359-368
    • Kosunalp, S.1    Mitchell, P.D.2    Grace, D.3    Clarke, T.4
  • 3
    • 33646906440 scopus 로고    scopus 로고
    • MAC protocols for wireless sensor networks: A survey
    • Apr.
    • I. Demirkol, C. Ersoy, and F. Alagoz, "MAC protocols for wireless sensor networks: A survey," IEEE Commun. Mag., vol. 44, no. 4, pp. 115-121, Apr. 2006.
    • (2006) IEEE Commun. Mag. , vol.44 , Issue.4 , pp. 115-121
    • Demirkol, I.1    Ersoy, C.2    Alagoz, F.3
  • 4
    • 79955758172 scopus 로고    scopus 로고
    • QoS-aware MAC protocols for wireless sensor networks: A survey
    • Jun.
    • M. A. Yigitel, O. D. Incel, and C. Ersoy, "QoS-aware MAC protocols for wireless sensor networks: A survey," Comput. Netw., vol. 55, no. 4, pp. 1982-2004, Jun. 2011.
    • (2011) Comput. Netw. , vol.55 , Issue.4 , pp. 1982-2004
    • Yigitel, M.A.1    Incel, O.D.2    Ersoy, C.3
  • 5
    • 84873710037 scopus 로고    scopus 로고
    • The evolution of MAC protocols in wireless sensor networks: A survey
    • 1st Quart
    • P. Huang, L. Xiao, S. Soltani, M. W. Mutka, and N. Xi, "The evolution of MAC protocols in wireless sensor networks: A survey," IEEE Commun. Surveys Tut., vol. 15, no. 1, pp. 101-120, 1st Quart., 2013.
    • (2013) IEEE Commun. Surveys Tut. , vol.15 , Issue.1 , pp. 101-120
    • Huang, P.1    Xiao, L.2    Soltani, S.3    Mutka, M.W.4    Xi, N.5
  • 6
    • 79959289243 scopus 로고    scopus 로고
    • Energy harvesting sensor nodes: Sur-vey and implications
    • Sep.
    • S. Sudevalayam and P. Kulkarni, "Energy harvesting sensor nodes: Sur-vey and implications," IEEE Commun. Surveys Tut., vol. 13, no. 3, pp. 443-461, Sep. 2011.
    • (2011) IEEE Commun. Surveys Tut. , vol.13 , Issue.3 , pp. 443-461
    • Sudevalayam, S.1    Kulkarni, P.2
  • 7
    • 84938340902 scopus 로고    scopus 로고
    • MAC protocols for energy harvesting wireless sensor net-works: Survey
    • S. Kosunalp, "MAC protocols for energy harvesting wireless sensor net-works: Survey," ETRI J., vol. 37, no. 4, pp. 804-812, 2015.
    • (2015) ETRI J. , vol.37 , Issue.4 , pp. 804-812
    • Kosunalp, S.1
  • 8
    • 70449426701 scopus 로고    scopus 로고
    • Algorithms for harvested energy prediction in batteryless wireless sensor networks
    • Jun.
    • C. Bergonzini, D. Brunelli, and L. Benini, "Algorithms for harvested energy prediction in batteryless wireless sensor networks," in Proc. IEEE Int. Workshop Adv. Sensors Int., Jun. 2009, pp. 144-149.
    • (2009) Proc. IEEE Int. Workshop Adv. Sensors Int. , pp. 144-149
    • Bergonzini, C.1    Brunelli, D.2    Benini, L.3
  • 11
    • 0036343658 scopus 로고    scopus 로고
    • An energy-efficient MAC protocol for wireless sensor networks
    • Jun.
    • W. Ye, J. Heidemann, and D. Estrin, "An energy-efficient MAC protocol for wireless sensor networks," in Proc. IEEE INFOCOM, Jun. 2002, pp. 1567-1576.
    • (2002) Proc. IEEE INFOCOM , pp. 1567-1576
    • Ye, W.1    Heidemann, J.2    Estrin, D.3
  • 12
    • 84877914243 scopus 로고    scopus 로고
    • Power management in SMAC-based energy-harvesting wireless sensor net-works using queuing analysis
    • May
    • N. Tadayon, S. Khoshroo, E. Askari, H. Wang, and H. Michel, "Power management in SMAC-based energy-harvesting wireless sensor net-works using queuing analysis," J. Netw. Comput. Appl., vol. 36, no. 3, pp. 1008-1017, May 2013.
    • (2013) J. Netw. Comput. Appl. , vol.36 , Issue.3 , pp. 1008-1017
    • Tadayon, N.1    Khoshroo, S.2    Askari, E.3    Wang, H.4    Michel, H.5
  • 13
    • 84857366767 scopus 로고    scopus 로고
    • Dynamic duty-cycle scheduling schemes for energy-harvesting wireless sensor networks
    • Feb.
    • H. Yoo, M. Shim, and D. Kim, "Dynamic duty-cycle scheduling schemes for energy-harvesting wireless sensor networks," IEEE Commun. Lett., vol. 16, no. 2, pp. 202-204, Feb. 2012.
    • (2012) IEEE Commun. Lett. , vol.16 , Issue.2 , pp. 202-204
    • Yoo, H.1    Shim, M.2    Kim, D.3
  • 15
    • 84871955682 scopus 로고    scopus 로고
    • Probabilistic polling for multi-hop energy harvesting wireless sensor networks
    • Ottawa, ON, Canada, Jun.
    • Z. A. Eu and H.-P. Tan, "Probabilistic polling for multi-hop energy harvesting wireless sensor networks," in Proc. IEEE Int. Symp. Ad-Hoc Sensor Netw., Ottawa, ON, Canada, Jun. 2012, pp. 271-275.
    • (2012) Proc. IEEE Int. Symp. Ad-Hoc Sensor Netw. , pp. 271-275
    • Eu, Z.A.1    Tan, H.-P.2
  • 16
    • 84902139340 scopus 로고    scopus 로고
    • ERI-MAC: An energy-harvested receiver-initiated MAC protocol for wireless sensor networks
    • K. Nguyen, V.-H. Nguyen, D.-D. Le, Y. Ji, D. A. Duong, and S. Yamada, "ERI-MAC: An energy-harvested receiver-initiated MAC protocol for wireless sensor networks," Int. J. Distrib. Sensor Netw., vol. 10, no. 5, p. 514169, 2014.
    • (2014) Int. J. Distrib. Sensor Netw. , vol.10 , Issue.5 , pp. 514169
    • Nguyen, K.1    Nguyen, V.-H.2    Le, D.-D.3    Ji, Y.4    Duong, D.A.5    Yamada, S.6
  • 17
    • 84908291820 scopus 로고    scopus 로고
    • Implications of diurnal and seasonal variations in renewable energy generation for large scale energy storage
    • F. M. Mulder, "Implications of diurnal and seasonal variations in renewable energy generation for large scale energy storage," J. Renew. Sustain. Energy, vol. 6, no. 3, p. 033105, 2014.
    • (2014) J. Renew. Sustain. Energy , vol.6 , Issue.3 , pp. 033105
    • Mulder, F.M.1
  • 19
    • 79957975770 scopus 로고    scopus 로고
    • Balanced energy allocation scheme for a solar-powered sensor system and its effects on network-wide performance
    • Sep.
    • D. K. Noh and K. Kang, "Balanced energy allocation scheme for a solar-powered sensor system and its effects on network-wide performance," J. Comput. Syst. Sci., vol. 77, no. 5, pp. 917-932, Sep. 2011.
    • (2011) J. Comput. Syst. Sci. , vol.77 , Issue.5 , pp. 917-932
    • Noh, D.K.1    Kang, K.2
  • 21
    • 84877659567 scopus 로고    scopus 로고
    • Pro-energy: A novel energy prediction model for solar and wind energy-harvesting wireless sensor net-works
    • Oct.
    • A. Cammarano, C. Petrioli, and D. Spenza, "Pro-energy: A novel energy prediction model for solar and wind energy-harvesting wireless sensor net-works," in Proc. IEEE Int. Conf. Mobile Ad-Hoc Sensor Syst., Oct. 2012, pp. 75-83.
    • (2012) Proc. IEEE Int. Conf. Mobile Ad-Hoc Sensor Syst. , pp. 75-83
    • Cammarano, A.1    Petrioli, C.2    Spenza, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.