메뉴 건너뛰기




Volumn 55, Issue , 2016, Pages 1041-1054

Energy harvesting in wireless sensor networks: A comprehensive review

Author keywords

Energy harvesting; Flow harvester; Photovoltaic harvester; Piezoelectric harvester; Thermal harvester; Vibration harvester; Wind harvester

Indexed keywords

COST EFFECTIVENESS; EMBEDDED SYSTEMS; ENERGY EFFICIENCY; WIRELESS SENSOR NETWORKS;

EID: 84948437290     PISSN: 13640321     EISSN: 18790690     Source Type: Journal    
DOI: 10.1016/j.rser.2015.11.010     Document Type: Review
Times cited : (1056)

References (149)
  • 1
    • 0001853125 scopus 로고
    • The computer for the 21st century
    • M. Weiser The computer for the 21st century Sci Am 265 3 1991 94 104
    • (1991) Sci Am , vol.265 , Issue.3 , pp. 94-104
    • Weiser, M.1
  • 2
    • 85027438904 scopus 로고    scopus 로고
    • Enabling technologies for green internet of things
    • F.K. Shaikh, S. Zeadally, and E. Exposito Enabling technologies for green internet of things IEEE Syst J PP 99 2015 1 12 10.1109/JSYST.2015.2415194
    • (2015) IEEE Syst J , vol.PP , Issue.99 , pp. 1-12
    • Shaikh, F.K.1    Zeadally, S.2    Exposito, E.3
  • 3
    • 84863641242 scopus 로고    scopus 로고
    • Efficient predictive monitoring of wireless sensor networks
    • A. Ali, A. Khelil, F. Shaikh, and N. Suri Efficient predictive monitoring of wireless sensor networks Int J Auton Adapt Commun Syst 5 3 2012 233 254
    • (2012) Int J Auton Adapt Commun Syst , vol.5 , Issue.3 , pp. 233-254
    • Ali, A.1    Khelil, A.2    Shaikh, F.3    Suri, N.4
  • 6
    • 49649098549 scopus 로고    scopus 로고
    • Collect: Collaborative event detection and tracking in wireless heterogeneous sensor networks
    • K.-P. Shih, S.-S. Wang, H.-C. Chen, and P.-H. Yang Collect: Collaborative event detection and tracking in wireless heterogeneous sensor networks Comput Commun 31 14 2008 3124 3136
    • (2008) Comput Commun , vol.31 , Issue.14 , pp. 3124-3136
    • Shih, K.-P.1    Wang, S.-S.2    Chen, H.-C.3    Yang, P.-H.4
  • 7
    • 45749099297 scopus 로고    scopus 로고
    • A tutorial survey on vehicular ad hoc networks
    • H. Hartenstein, and K.P. Laberteaux A tutorial survey on vehicular ad hoc networks IEEE Commun Mag 46 6 2008 164 171
    • (2008) IEEE Commun Mag , vol.46 , Issue.6 , pp. 164-171
    • Hartenstein, H.1    Laberteaux, K.P.2
  • 11
    • 34047126869 scopus 로고    scopus 로고
    • Wireless sensor networks: A survey on the state of the art and the 802.15. 4 and ZigBee standards
    • P. Baronti, P. Pillai, V.W. Chook, S. Chessa, A. Gotta, and Y.F. Hu Wireless sensor networks: a survey on the state of the art and the 802.15. 4 and ZigBee standards Comput Commun 30 7 2007 1655 1695
    • (2007) Comput Commun , vol.30 , Issue.7 , pp. 1655-1695
    • Baronti, P.1    Pillai, P.2    Chook, V.W.3    Chessa, S.4    Gotta, A.5    Hu, Y.F.6
  • 14
    • 56449087483 scopus 로고    scopus 로고
    • Energy conservation in wireless sensor networks: A survey
    • G. Anastasi, M. Conti, M. Di Francesco, and A. Passarella Energy conservation in wireless sensor networks: a survey Ad Hoc Netw 7 3 2009 537 568
    • (2009) Ad Hoc Netw , vol.7 , Issue.3 , pp. 537-568
    • Anastasi, G.1    Conti, M.2    Di Francesco, M.3    Passarella, A.4
  • 15
    • 26444530098 scopus 로고    scopus 로고
    • Multiple controlled mobile elements (data mules) for data collection in sensor networks
    • Berlin, Heidelberg: Springer
    • Jea D, Somasundara A, Srivastava M. Multiple controlled mobile elements (data mules) for data collection in sensor networks. In: Distributed computing in sensor systems. Berlin, Heidelberg: Springer; 2005. p. 244-57.
    • (2005) Distributed Computing in Sensor Systems , pp. 244-257
    • Jea, D.1    Somasundara, A.2    Srivastava, M.3
  • 17
  • 22
    • 33847699766 scopus 로고    scopus 로고
    • Cross-layer collaborative in-network processing in multihop wireless sensor networks
    • Y. Tian, and E. Ekici Cross-layer collaborative in-network processing in multihop wireless sensor networks IEEE Trans Mob Comput 6 3 2007 297 310
    • (2007) IEEE Trans Mob Comput , vol.6 , Issue.3 , pp. 297-310
    • Tian, Y.1    Ekici, E.2
  • 23
  • 24
    • 85151964054 scopus 로고    scopus 로고
    • IRIS, Memsic, Inc. February 2015
    • IRIS, Memsic, Inc. (http://www.memsic.com/wireless-sensor-networks/XM2110CA), February 2015.
  • 25
    • 85152067883 scopus 로고    scopus 로고
    • MicaZ, Memsic, Inc. January 2015
    • MicaZ, Memsic, Inc. (http://www.memsic.com/wireless-sensor-networks/MPR2400CB), January 2015.
  • 26
    • 85152015571 scopus 로고    scopus 로고
    • iMote2, Intel Research January 2015
    • iMote2, Intel Research (http://tinyos.stanford.edu/tinyos-wiki/index.php/Imote2), January 2015.
  • 27
    • 85152081748 scopus 로고    scopus 로고
    • SunSpot, Sun systems January 2015
    • SunSpot, Sun systems (http://www.sunspotworld.com/), January 2015.
  • 28
    • 85151954115 scopus 로고    scopus 로고
    • Waspmote, Libelium Inc. January 2015
    • Waspmote, Libelium Inc. (http://www.libelium.com/products/waspmote/), January 2015.
  • 29
    • 85151922628 scopus 로고    scopus 로고
    • WiSMote, Arago systems February 2015
    • WiSMote, Arago systems (http://www.aragosystems.com/en/wisnet-item/wisnet-wismote-item.html), February 2015.
  • 30
    • 80052978346 scopus 로고    scopus 로고
    • Data collection in wireless sensor networks with mobile elements: A survey
    • M. Di Francesco, S.K. Das, and G. Anastasi Data collection in wireless sensor networks with mobile elements: a survey ACM Trans Sens Netw 8 1 2011 7:1 7:31
    • (2011) ACM Trans Sens Netw , vol.8 , Issue.1 , pp. 71-731
    • Di Francesco, M.1    Das, S.K.2    Anastasi, G.3
  • 31
    • 50849112176 scopus 로고    scopus 로고
    • A survey on power control issues in wireless sensor networks
    • N.A. Pantazis, and D.D. Vergados A survey on power control issues in wireless sensor networks IEEE Commun Surv Tutor 9 4 2007 86 107
    • (2007) IEEE Commun Surv Tutor , vol.9 , Issue.4 , pp. 86-107
    • Pantazis, N.A.1    Vergados, D.D.2
  • 32
    • 80054725641 scopus 로고    scopus 로고
    • Power saving mechanism with optimal sleep control in wireless sensor networks
    • H.-C. Keh, Y.-H. Wang, K.-Y. Lin, and C.-C. Lin Power saving mechanism with optimal sleep control in wireless sensor networks Tamkang J Sci Eng 14 3 2011 235 243
    • (2011) Tamkang J Sci Eng , vol.14 , Issue.3 , pp. 235-243
    • Keh, H.-C.1    Wang, Y.-H.2    Lin, K.-Y.3    Lin, C.-C.4
  • 33
    • 77955436656 scopus 로고    scopus 로고
    • Battery management in wireless sensor networks
    • D.E. Tiliute Battery management in wireless sensor networks Electron Electr Eng - Kaunas: Technol 76 4 2007 9 12
    • (2007) Electron Electr Eng - Kaunas: Technol , vol.76 , Issue.4 , pp. 9-12
    • Tiliute, D.E.1
  • 36
    • 84908071914 scopus 로고    scopus 로고
    • Transportation, iceberg costs and the adjustment of industrial structure in China
    • M. Song, S. Wang, and R. Fisher Transportation, iceberg costs and the adjustment of industrial structure in china Transp Res Part D: Transp Environ 32 2014 278 286
    • (2014) Transp Res Part D: Transp Environ , vol.32 , pp. 278-286
    • Song, M.1    Wang, S.2    Fisher, R.3
  • 37
    • 84912135192 scopus 로고    scopus 로고
    • Review of the network environmental efficiencies of listed petroleum enterprises in China
    • M. Song, J. Zhang, and S. Wang Review of the network environmental efficiencies of listed petroleum enterprises in china Renew Sustain Energy Rev 43 2015 65 71
    • (2015) Renew Sustain Energy Rev , vol.43 , pp. 65-71
    • Song, M.1    Zhang, J.2    Wang, S.3
  • 40
    • 77953528539 scopus 로고    scopus 로고
    • Structural health monitoring of a cable-stayed bridge using smart sensor technology: Deployment and evaluation
    • S. Jang, H. Jo, S. Cho, K. Mechitov, J.A. Rice, S.-H. Sim, and et al. Structural health monitoring of a cable-stayed bridge using smart sensor technology: deployment and evaluation Smart Struct Syst 6 5-6 2010 439 459
    • (2010) Smart Struct Syst , vol.6 , Issue.5-6 , pp. 439-459
    • Jang, S.1    Jo, H.2    Cho, S.3    Mechitov, K.4    Rice, J.A.5    Sim, S.-H.6
  • 41
    • 84921725171 scopus 로고    scopus 로고
    • Scaling and power density metrics of electromagnetic vibration energy harvesting devices
    • S.D. Moss, O.R. Payne, G.A. Hart, and C. Ung Scaling and power density metrics of electromagnetic vibration energy harvesting devices Smart Mater Struct 24 2 2015 1 14
    • (2015) Smart Mater Struct , vol.24 , Issue.2 , pp. 1-14
    • Moss, S.D.1    Payne, O.R.2    Hart, G.A.3    Ung, C.4
  • 42
    • 79959289243 scopus 로고    scopus 로고
    • Energy harvesting sensor nodes: Survey and implications
    • S. Sudevalayam, and P. Kulkarni Energy harvesting sensor nodes: survey and implications IEEE Commun Surv Tutor 13 3 2011 443 461
    • (2011) IEEE Commun Surv Tutor , vol.13 , Issue.3 , pp. 443-461
    • Sudevalayam, S.1    Kulkarni, P.2
  • 43
    • 85112641619 scopus 로고    scopus 로고
    • Low power broadcast radio stations January
    • Federal Communications Commission (FCC), Low power broadcast radio stations (https://www.fcc.gov/guides/low-power-broadcast-radio-stations), January 2015.
    • (2015) Federal Communications Commission (FCC)
  • 45
    • 77950673530 scopus 로고    scopus 로고
    • RF energy harvesting system and circuits for charging of mobile devices
    • H. Jabbar, Y.S. Song, and T.T. Jeong RF energy harvesting system and circuits for charging of mobile devices IEEE Trans Consum Electron 56 1 2010 247 253
    • (2010) IEEE Trans Consum Electron , vol.56 , Issue.1 , pp. 247-253
    • Jabbar, H.1    Song, Y.S.2    Jeong, T.T.3
  • 49
    • 79951915113 scopus 로고    scopus 로고
    • Prototype implementation of ambient RF energy harvesting wireless sensor networks
    • Waikoloa: IEEE
    • Nishimoto H, Kawahara Y, Asami T. Prototype implementation of ambient RF energy harvesting wireless sensor networks. In: 2010 IEEE sensors. Waikoloa: IEEE; 2010. p. 1282-7.
    • (2010) 2010 IEEE Sensors , pp. 1282-1287
    • Nishimoto, H.1    Kawahara, Y.2    Asami, T.3
  • 50
    • 32844471136 scopus 로고    scopus 로고
    • An introduction to RFID technology
    • R. Want An introduction to RFID technology IEEE Pervasive Comput 5 1 2006 25 33
    • (2006) IEEE Pervasive Comput , vol.5 , Issue.1 , pp. 25-33
    • Want, R.1
  • 54
    • 84948415654 scopus 로고    scopus 로고
    • January
    • STMicroelectronics (http://www.st.com/web/catalog/tools/FM116/SC1444/PF253360), January 2015.
    • (2015) STMicroelectronics
  • 55
    • 85152070552 scopus 로고    scopus 로고
    • Texas Instruments, eZ430-RF2500 January 2015
    • Texas Instruments, eZ430-RF2500 (http://www.ti.com/lit/ug/slau227e/slau227e.pdf), January 2015.
  • 56
    • 85152008201 scopus 로고    scopus 로고
    • Powercast Inc. January 2015
    • Powercast Inc. (http://www.powercastco.com/resources), January 2015.
  • 63
    • 28544452027 scopus 로고    scopus 로고
    • Solar photovoltaics R&D at the tipping point: A 2005 technology overview
    • L.L. Kazmerski Solar photovoltaics R&D at the tipping point: a 2005 technology overview J Electron Spectrosc Relat Phenom 150 2 2006 105 135
    • (2006) J Electron Spectrosc Relat Phenom , vol.150 , Issue.2 , pp. 105-135
    • Kazmerski, L.L.1
  • 65
    • 34447275424 scopus 로고    scopus 로고
    • Indoor solar energy harvesting for sensor network router nodes
    • A. Hande, T. Polk, W. Walker, and D. Bhatia Indoor solar energy harvesting for sensor network router nodes Microprocess Microsyst 31 6 2007 420 432
    • (2007) Microprocess Microsyst , vol.31 , Issue.6 , pp. 420-432
    • Hande, A.1    Polk, T.2    Walker, W.3    Bhatia, D.4
  • 67
    • 84885080158 scopus 로고    scopus 로고
    • Indoor light energy harvesting system for energy-aware wireless sensor node
    • H. Yu, and Q. Yue Indoor light energy harvesting system for energy-aware wireless sensor node Energy Proc 16 2012 1027 1032
    • (2012) Energy Proc , vol.16 , pp. 1027-1032
    • Yu, H.1    Yue, Q.2
  • 71
    • 79959289243 scopus 로고    scopus 로고
    • Energy harvesting sensor nodes: Survey and implications
    • S. Sudevalayam, and P. Kulkarni Energy harvesting sensor nodes: survey and implications IEEE Commun Surv Tutor 13 3 2011 443 461
    • (2011) IEEE Commun Surv Tutor , vol.13 , Issue.3 , pp. 443-461
    • Sudevalayam, S.1    Kulkarni, P.2
  • 74
    • 84894481865 scopus 로고    scopus 로고
    • Towards enabling uninterrupted long-term operation of solar energy harvesting embedded systems
    • New York: Springer
    • Buchli B, Sutton F, Beutel J, Thiele L. Towards enabling uninterrupted long-term operation of solar energy harvesting embedded systems. In: Wireless sensor networks. New York: Springer; 2014. p. 66-83.
    • (2014) Wireless Sensor Networks , pp. 66-83
    • Buchli, B.1    Sutton, F.2    Beutel, J.3    Thiele, L.4
  • 75
    • 84886493549 scopus 로고    scopus 로고
    • A power-aware multi harvester power unit with hydrogen fuel cell for embedded systems in outdoor applications
    • Arlington: IEEE
    • Magno M, Porcarelli D, Benini L, Brunelli D. A power-aware multi harvester power unit with hydrogen fuel cell for embedded systems in outdoor applications. In: 2013 international green computing conference (IGCC). Arlington: IEEE; 2013. p. 1-6.
    • (2013) 2013 International Green Computing Conference (IGCC) , pp. 1-6
    • Magno, M.1    Porcarelli, D.2    Benini, L.3    Brunelli, D.4
  • 76
    • 84880740760 scopus 로고    scopus 로고
    • Transmission range determination with a timeslot-based energy distribution scheme for solar-energy harvesting sensor systems
    • Netherlands: Springer
    • Noh DK. Transmission range determination with a timeslot-based energy distribution scheme for solar-energy harvesting sensor systems. In: Future information communication technology and applications. Netherlands: Springer; 2013. p. 661-9, 10.1007/978-94-007-6516-0-74.
    • (2013) Future Information Communication Technology and Applications , pp. 661-669
    • Noh, D.K.1
  • 78
    • 84893525811 scopus 로고    scopus 로고
    • Achieving energy-synchronized communication in energy-harvesting wireless sensor networks
    • Y. Gu, L. He, T. Zhu, and T. He Achieving energy-synchronized communication in energy-harvesting wireless sensor networks ACM Trans Embed Comput Syst (TECS) 13 2s 2014 68
    • (2014) ACM Trans Embed Comput Syst (TECS) , vol.13 , Issue.2 S , pp. 68
    • Gu, Y.1    He, L.2    Zhu, T.3    He, T.4
  • 79
    • 84893218643 scopus 로고    scopus 로고
    • A routing protocol based on power generation pattern of sensor node in energy harvesting wireless sensor networks
    • Gwangju, Korea: IEEE
    • Kawashima K, Sato F. A routing protocol based on power generation pattern of sensor node in energy harvesting wireless sensor networks. In: 2013 16th international conference on network-based information systems (NBiS). Gwangju, Korea: IEEE; 2013. p. 470-5.
    • (2013) 2013 16th International Conference on Network-based Information Systems (NBiS) , pp. 470-475
    • Kawashima, K.1    Sato, F.2
  • 80
    • 84877914243 scopus 로고    scopus 로고
    • Power management in SMAC-based energy-harvesting wireless sensor networks using queuing analysis
    • N. Tadayon, S. Khoshroo, E. Askari, H. Wang, and H. Michel Power management in SMAC-based energy-harvesting wireless sensor networks using queuing analysis J Netw Comput Appl 36 3 2013 1008 1017
    • (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
  • 81
    • 67449119644 scopus 로고    scopus 로고
    • Cross-layer support for energy efficient routing in wireless sensor networks
    • N. Chilamkurti, S. Zeadally, A. Vasilakos, and V. Sharma Cross-layer support for energy efficient routing in wireless sensor networks J Sens 2009 2009 1 9
    • (2009) J Sens , vol.2009 , pp. 1-9
    • Chilamkurti, N.1    Zeadally, S.2    Vasilakos, A.3    Sharma, V.4
  • 82
    • 84894425218 scopus 로고    scopus 로고
    • Energy-aware sensor node relocation in mobile sensor networks
    • I.E. Korbi, and S. Zeadally Energy-aware sensor node relocation in mobile sensor networks Ad Hoc Netw 16 0 2014 247 265
    • (2014) Ad Hoc Netw , vol.16 , pp. 247-265
    • Korbi, I.E.1    Zeadally, S.2
  • 84
    • 17044365390 scopus 로고    scopus 로고
    • Energy scavenging for mobile and wireless electronics
    • J.A. Paradiso, and T. Starner Energy scavenging for mobile and wireless electronics IEEE Pervasive Comput 4 1 2005 18 27
    • (2005) IEEE Pervasive Comput , vol.4 , Issue.1 , pp. 18-27
    • Paradiso, J.A.1    Starner, T.2
  • 87
    • 67749133795 scopus 로고    scopus 로고
    • Bulk nanostructured thermoelectric materials: Current research and future prospects
    • A. Minnich, M. Dresselhaus, Z. Ren, and G. Chen Bulk nanostructured thermoelectric materials: current research and future prospects Energy Environ Sci 2 5 2009 466 479
    • (2009) Energy Environ Sci , vol.2 , Issue.5 , pp. 466-479
    • Minnich, A.1    Dresselhaus, M.2    Ren, Z.3    Chen, G.4
  • 88
    • 77950835316 scopus 로고    scopus 로고
    • Enhancing thermoelectric performance of ternary nanocrystals through adjusting carrier concentration
    • Y. Zhao, J.S. Dyck, B.M. Hernandez, and C. Burda Enhancing thermoelectric performance of ternary nanocrystals through adjusting carrier concentration J Am Chem Soc 132 14 2010 4982 4983
    • (2010) J Am Chem Soc , vol.132 , Issue.14 , pp. 4982-4983
    • Zhao, Y.1    Dyck, J.S.2    Hernandez, B.M.3    Burda, C.4
  • 89
    • 84897947934 scopus 로고    scopus 로고
    • Nano bulk thermoelectrics: Concepts, techniques, and modeling
    • Switzerland: Springer International Publishing
    • Satyala N, Norouzzadeh P, Vashaee D. Nano bulk thermoelectrics: concepts, techniques, and modeling. In: Nanoscale thermoelectrics. Switzerland: Springer International Publishing; 2014. p. 141-83, 10.1007/978-3-319-02012-9-4.
    • (2014) Nanoscale Thermoelectric , pp. 141-183
    • Satyala, N.1    Norouzzadeh, P.2    Vashaee, D.3
  • 91
    • 85151959178 scopus 로고    scopus 로고
    • Thermo life energy corp. @ONLINE February 2014
    • Thermo life energy corp. @ONLINE (http://www.poweredbythermolife.com/), February 2014.
  • 92
    • 34247102323 scopus 로고    scopus 로고
    • Thermoelectric converters of human warmth for self-powered wireless sensor nodes
    • V. Leonov, T. Torfs, P. Fiorini, and C. Van Hoof Thermoelectric converters of human warmth for self-powered wireless sensor nodes IEEE Sens J 7 5 2007 650 657
    • (2007) IEEE Sens J , vol.7 , Issue.5 , pp. 650-657
    • Leonov, V.1    Torfs, T.2    Fiorini, P.3    Van Hoof, C.4
  • 93
    • 71649083187 scopus 로고    scopus 로고
    • Realization of a wearable miniaturized thermoelectric generator for human body applications
    • Z. Wang, V. Leonov, P. Fiorini, and C. Van Hoof Realization of a wearable miniaturized thermoelectric generator for human body applications Sens Actuators A: Phys 156 1 2009 95 102
    • (2009) Sens Actuators A: Phys , vol.156 , Issue.1 , pp. 95-102
    • Wang, Z.1    Leonov, V.2    Fiorini, P.3    Van Hoof, C.4
  • 94
    • 84893915519 scopus 로고    scopus 로고
    • A novel self-powered wireless temperature sensor based on thermoelectric generators
    • Y. Shi, Y. Wang, Y. Deng, H. Gao, Z. Lin, W. Zhu, and et al. A novel self-powered wireless temperature sensor based on thermoelectric generators Energy Convers Manag 80 2014 110 116
    • (2014) Energy Convers Manag , vol.80 , pp. 110-116
    • Shi, Y.1    Wang, Y.2    Deng, Y.3    Gao, H.4    Lin, Z.5    Zhu, W.6
  • 98
    • 76349101856 scopus 로고    scopus 로고
    • Thermal energy harvesting through pyroelectricity
    • A. Cuadras, M. Gasulla, and V. Ferrari Thermal energy harvesting through pyroelectricity Sens Actuators A: Phys 158 1 2010 132 139
    • (2010) Sens Actuators A: Phys , vol.158 , Issue.1 , pp. 132-139
    • Cuadras, A.1    Gasulla, M.2    Ferrari, V.3
  • 99
    • 33947312473 scopus 로고    scopus 로고
    • Modeling, fabrication and performance measurements of a piezoelectric energy converter for power harvesting in autonomous microsystems
    • M. Ferrari, V. Ferrari, D. Marioli, and A. Taroni Modeling, fabrication and performance measurements of a piezoelectric energy converter for power harvesting in autonomous microsystems IEEE Trans Instrum Meas 55 6 2006 2096 2101
    • (2006) IEEE Trans Instrum Meas , vol.55 , Issue.6 , pp. 2096-2101
    • Ferrari, M.1    Ferrari, V.2    Marioli, D.3    Taroni, A.4
  • 100
    • 79951668224 scopus 로고    scopus 로고
    • Energy harvesting: State-of-The-art
    • A. Harb Energy harvesting: state-of-the-art Renew Energy 36 10 2011 2641 2654
    • (2011) Renew Energy , vol.36 , Issue.10 , pp. 2641-2654
    • Harb, A.1
  • 102
    • 78650966705 scopus 로고    scopus 로고
    • Optimized wind energy harvesting system using resistance emulator and active rectifier for wireless sensor nodes
    • Y.K. Tan, and S.K. Panda Optimized wind energy harvesting system using resistance emulator and active rectifier for wireless sensor nodes IEEE Trans Power Electron 26 1 2011 38 50
    • (2011) IEEE Trans Power Electron , vol.26 , Issue.1 , pp. 38-50
    • Tan, Y.K.1    Panda, S.K.2
  • 105
    • 27344449437 scopus 로고    scopus 로고
    • Modeling of electric energy harvesting using piezoelectric windmill
    • S. Priya Modeling of electric energy harvesting using piezoelectric windmill Appl Phys Lett 87 18 2005 184101
    • (2005) Appl Phys Lett , vol.87 , Issue.18 , pp. 184101
    • Priya, S.1
  • 106
    • 85009799079 scopus 로고    scopus 로고
    • Alternative power sources for remote sensors: A review
    • A. Dewan, S.U. Ay, M.N. Karim, and H. Beyenal Alternative power sources for remote sensors: a review J Power Sources 245 2014 129 143
    • (2014) J Power Sources , vol.245 , pp. 129-143
    • Dewan, A.1    Ay, S.U.2    Karim, M.N.3    Beyenal, H.4
  • 107
    • 84867536674 scopus 로고    scopus 로고
    • An overview of the internet of underwater things
    • M.C. Domingo An overview of the internet of underwater things J Netw Comput Appl 35 6 2012 1879 1890
    • (2012) J Netw Comput Appl , vol.35 , Issue.6 , pp. 1879-1890
    • Domingo, M.C.1
  • 108
    • 33644933795 scopus 로고    scopus 로고
    • On energy harvesting from ambient vibration
    • N. Stephen On energy harvesting from ambient vibration J Sound Vib 293 1 2006 409 425
    • (2006) J Sound Vib , vol.293 , Issue.1 , pp. 409-425
    • Stephen, N.1
  • 113
    • 84888156934 scopus 로고    scopus 로고
    • Development of a piezoelectric energy harvesting system for implementing wireless sensors on the tires
    • J. Lee, and B. Choi Development of a piezoelectric energy harvesting system for implementing wireless sensors on the tires Energy Convers Manag 78 2014 32 38
    • (2014) Energy Convers Manag , vol.78 , pp. 32-38
    • Lee, J.1    Choi, B.2
  • 114
    • 84881312825 scopus 로고    scopus 로고
    • Development and experiments of a micro piezoelectric vibration energy storage device
    • G. Chen, Q. Meng, H. Fu, and J. Bao Development and experiments of a micro piezoelectric vibration energy storage device Mech Syst Signal Process 40 1 2013 377 384
    • (2013) Mech Syst Signal Process , vol.40 , Issue.1 , pp. 377-384
    • Chen, G.1    Meng, Q.2    Fu, H.3    Bao, J.4
  • 115
    • 84891913214 scopus 로고    scopus 로고
    • A study of piezoelectric harvesters for low-level vibrations in wireless sensor networks
    • Y.-J. Yoon, W.-T. Park, K.H.H. Li, Y.Q. Ng, and Y. Song A study of piezoelectric harvesters for low-level vibrations in wireless sensor networks Int J Precis Eng Manuf 14 7 2013 1257 1262
    • (2013) Int J Precis Eng Manuf , vol.14 , Issue.7 , pp. 1257-1262
    • Yoon, Y.-J.1    Park, W.-T.2    Li, K.H.H.3    Ng, Y.Q.4    Song, Y.5
  • 116
    • 0035330620 scopus 로고    scopus 로고
    • Energy scavenging with shoe-mounted piezoelectrics
    • N.S. Shenck, and J.A. Paradiso Energy scavenging with shoe-mounted piezoelectrics IEEE Micro 21 2001 30 42
    • (2001) IEEE Micro , vol.21 , pp. 30-42
    • Shenck, N.S.1    Paradiso, J.A.2
  • 118
    • 84880572400 scopus 로고    scopus 로고
    • Vibrational energy harvesting from human gait
    • N.G. Elvin, and A.A. Elvin Vibrational energy harvesting from human gait IEEE/ASME Trans Mechatron 18 2 2013 637 644
    • (2013) IEEE/ASME Trans Mechatron , vol.18 , Issue.2 , pp. 637-644
    • Elvin, N.G.1    Elvin, A.A.2
  • 119
    • 84949178118 scopus 로고    scopus 로고
    • Energy harvesting with vibrating shoe-mounted piezoelectric cantilevers
    • New York: Springer
    • Benasciutti D, Moro L. Energy harvesting with vibrating shoe-mounted piezoelectric cantilevers. In: Advances in energy harvesting methods. New York: Springer; 2013. p. 141-62.
    • (2013) Advances in Energy Harvesting Methods , pp. 141-162
    • Benasciutti, D.1    Moro, L.2
  • 120
    • 27144547214 scopus 로고    scopus 로고
    • The use of piezoelectric ceramics for electric power generation within orthopedic implants
    • S.R. Platt, S. Farritor, K. Garvin, and H. Haider The use of piezoelectric ceramics for electric power generation within orthopedic implants IEEE/ASME Trans Mechatron 10 4 2005 455 461
    • (2005) IEEE/ASME Trans Mechatron , vol.10 , Issue.4 , pp. 455-461
    • Platt, S.R.1    Farritor, S.2    Garvin, K.3    Haider, H.4
  • 122
    • 77950262833 scopus 로고    scopus 로고
    • A 20 mv input boost converter with efficient digital control for thermoelectric energy harvesting
    • E.J. Carlson, K. Strunz, and B.P. Otis A 20 mv input boost converter with efficient digital control for thermoelectric energy harvesting IEEE J Solid-State Circuits 45 4 2010 741 750
    • (2010) IEEE J Solid-State Circuits , vol.45 , Issue.4 , pp. 741-750
    • Carlson, E.J.1    Strunz, K.2    Otis, B.P.3
  • 123
    • 76849099714 scopus 로고    scopus 로고
    • Thermoelectric microconverter for energy harvesting systems
    • J.P. Carmo, L.M. Gonçalves, and J.H. Correia Thermoelectric microconverter for energy harvesting systems IEEE Trans Ind Electron 57 3 2010 861 867
    • (2010) IEEE Trans Ind Electron , vol.57 , Issue.3 , pp. 861-867
    • Carmo, J.P.1    Gonçalves, L.M.2    Correia, J.H.3
  • 124
    • 50049107934 scopus 로고    scopus 로고
    • A survey of energy harvesting sources for embedded systems
    • Huntsville: IEEE
    • Chalasani S, Conrad JM. A survey of energy harvesting sources for embedded systems. In: 2008 IEEE Southeastcon. Huntsville: IEEE; 2008. p. 442-7.
    • (2008) 2008 IEEE Southeastcon , pp. 442-447
    • Chalasani, S.1    Conrad, J.M.2
  • 125
    • 84948435443 scopus 로고    scopus 로고
    • Technical Report, Silicon Labs
    • Implementing energy harvesting in embedded system designs. Technical Report, Silicon Labs (http://www.silabs.com/TechnicalDocs/implementing-energy-harvesting-in-embedded-system-designs.pdf), 2015.
    • (2015) Implementing Energy Harvesting in Embedded System Designs
  • 128
    • 84886615388 scopus 로고    scopus 로고
    • Genetic machine learning approach for link quality prediction in mobile wireless sensor networks
    • Kouba A, Khelil A, editors Berlin: Springer
    • Araújo G, Pinto A, Kaiser J, Becker L. Genetic machine learning approach for link quality prediction in mobile wireless sensor networks. In: Kouba A, Khelil A, editors. Cooperative robots and sensor networks, studies in computational intelligence, vol. 507. Berlin: Springer; 2014. p. 1-18.
    • (2014) Cooperative Robots and Sensor Networks, Studies in Computational Intelligence , vol.507 , pp. 1-18
    • Araújo, G.1    Pinto, A.2    Kaiser, J.3    Becker, L.4
  • 129
  • 130
    • 84893367596 scopus 로고    scopus 로고
    • Data-driven link quality prediction using link features
    • T. Liu, and A.E. Cerpa Data-driven link quality prediction using link features ACM Trans Sens Netw (TOSN) 10 2 2014 37
    • (2014) ACM Trans Sens Netw (TOSN) , vol.10 , Issue.2 , pp. 37
    • Liu, T.1    Cerpa, A.E.2
  • 132
    • 77957749001 scopus 로고    scopus 로고
    • Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters
    • C. Bergonzini, D. Brunelli, and L. Benini Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters Microelectron J 41 11 2010 766 777
    • (2010) Microelectron J , vol.41 , Issue.11 , pp. 766-777
    • Bergonzini, C.1    Brunelli, D.2    Benini, L.3
  • 134
    • 79957975770 scopus 로고    scopus 로고
    • Balanced energy allocation scheme for a solar-powered sensor system and its effects on network-wide performance
    • 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 77 5 2011 917 932
    • (2011) J Comput Syst Sci , vol.77 , Issue.5 , pp. 917-932
    • Noh, D.K.1    Kang, K.2
  • 140
    • 85079333126 scopus 로고    scopus 로고
    • A new combination prediction model for short-term wind farm output power based on meteorological data collected by WSN
    • L. Ma, B. Li, Z.B. Yang, J. Du, and J. Wang A new combination prediction model for short-term wind farm output power based on meteorological data collected by WSN Int J Control Autom 7 1 2014 171 180
    • (2014) Int J Control Autom , vol.7 , Issue.1 , pp. 171-180
    • Ma, L.1    Li, B.2    Yang, Z.B.3    Du, J.4    Wang, J.5
  • 141
    • 79961126223 scopus 로고    scopus 로고
    • Current methods and advances in forecasting of wind power generation
    • A.M. Foley, P.G. Leahy, A. Marvuglia, and E.J. McKeogh Current methods and advances in forecasting of wind power generation Renew Energy 37 1 2012 1 8
    • (2012) Renew Energy , vol.37 , Issue.1 , pp. 1-8
    • Foley, A.M.1    Leahy, P.G.2    Marvuglia, A.3    McKeogh, E.J.4
  • 143
    • 0034641121 scopus 로고    scopus 로고
    • River flow prediction using artificial neural networks: Generalisation beyond the calibration range
    • C. Imrie, S. Durucan, and A. Korre River flow prediction using artificial neural networks: generalisation beyond the calibration range J Hydrol 233 1-4 2000 138 153
    • (2000) J Hydrol , vol.233 , Issue.1-4 , pp. 138-153
    • Imrie, C.1    Durucan, S.2    Korre, A.3
  • 144
    • 84901338025 scopus 로고    scopus 로고
    • Applying a smart technique for accurate determination of flowing oil/water pressure gradient in horizontal pipelines
    • M. Fazavi, S.M. Hosseini, M. Arabloo, A. Shokrollahi, and M. Amani Applying a smart technique for accurate determination of flowing oil/water pressure gradient in horizontal pipelines J Dispers Sci Technol 35 6 2014 882 888 10.1080/01932691.2013.805653
    • (2014) J Dispers Sci Technol , vol.35 , Issue.6 , pp. 882-888
    • Fazavi, M.1    Hosseini, S.M.2    Arabloo, M.3    Shokrollahi, A.4    Amani, M.5
  • 145
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications
    • H.R. Maier, and G.C. Dandy Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications Environ Model Softw 15 1 2000 101 124
    • (2000) Environ Model Softw , vol.15 , Issue.1 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2
  • 146
    • 84888644321 scopus 로고    scopus 로고
    • Prediction free energy neutral power management for energy harvesting wireless sensor nodes
    • S. Peng, and C. Low Prediction free energy neutral power management for energy harvesting wireless sensor nodes Ad Hoc Netw 13 2014 351 367
    • (2014) Ad Hoc Netw , vol.13 , pp. 351-367
    • Peng, S.1    Low, C.2
  • 148
    • 84894671595 scopus 로고    scopus 로고
    • Reincarnation in the ambiance: Devices and networks with energy harvesting
    • R. Prasad, S. Devasenapathy, V. Rao, and J. Vazifehdan Reincarnation in the ambiance: devices and networks with energy harvesting IEEE Commun Surv Tutor 16 1 2014 195 213
    • (2014) IEEE Commun Surv Tutor , vol.16 , Issue.1 , pp. 195-213
    • Prasad, R.1    Devasenapathy, S.2    Rao, V.3    Vazifehdan, J.4
  • 149
    • 84869490853 scopus 로고    scopus 로고
    • Energy-efficient networking: Past, present, and future
    • S. Zeadally, S.U. Khan, and N. Chilamkurti Energy-efficient networking: past, present, and future J Supercomput 62 3 2012 1093 1118
    • (2012) J Supercomput , vol.62 , Issue.3 , pp. 1093-1118
    • Zeadally, S.1    Khan, S.U.2    Chilamkurti, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.