Quality of Energy Provisioning for Wireless Power Transfer

One fundamental question for wireless power transfer technology is the energy provisioning problem, i.e., how to provide sufficient energy to mobile rechargeable nodes for their continuous operation. Most existing works overlooked the impacts of node speed and battery capacity. However, we find that...

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Published inIEEE transactions on parallel and distributed systems Vol. 26; no. 2; pp. 527 - 537
Main Authors Dai, Haipeng, Chen, Guihai, Wang, Chonggang, Wang, Shaowei, Wu, Xiaobing, Wu, Fan
Format Journal Article
LanguageEnglish
Published New York IEEE 01.02.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
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ISSN1045-9219
1558-2183
DOI10.1109/TPDS.2014.2310484

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Abstract One fundamental question for wireless power transfer technology is the energy provisioning problem, i.e., how to provide sufficient energy to mobile rechargeable nodes for their continuous operation. Most existing works overlooked the impacts of node speed and battery capacity. However, we find that if the constraints of node speed and battery capacity are considered, the continuous operation of nodes may never be guaranteed, which invalidates the traditional energy provisioning concept. In this paper, we propose a novel metric-Quality of Energy Provisioning (QoEP)-to characterize the expected portion of time that a node sustains normal operation by taking into account node speed and battery capacity. To avoid confining the analysis to a specific mobility model, we study spatial distribution instead. As there exist more than one mobility models corresponding to the same spatial distribution, and different mobility models typically lead to different QoEPs, we investigate upper and lower bounds of QoEP in 1D and 2D cases. We derive tight upper and lower bounds of QoEP for 1D case with a single source, and tight lower bounds and loose upper bounds for general 1D and 2D cases with multiple sources. Finally, we perform extensive simulations to verify our theoretical findings.
AbstractList One fundamental question for wireless power transfer technology is the energy provisioning problem, i.e., how to provide sufficient energy to mobile rechargeable nodes for their continuous operation. Most existing works overlooked the impacts of node speed and battery capacity. However, we find that if the constraints of node speed and battery capacity are considered, the continuous operation of nodes may never be guaranteed, which invalidates the traditional energy provisioning concept. In this paper, we propose a novel metric-Quality of Energy Provisioning (QoEP)-to characterize the expected portion of time that a node sustains normal operation by taking into account node speed and battery capacity. To avoid confining the analysis to a specific mobility model, we study spatial distribution instead. As there exist more than one mobility models corresponding to the same spatial distribution, and different mobility models typically lead to different QoEPs, we investigate upper and lower bounds of QoEP in 1D and 2D cases. We derive tight upper and lower bounds of QoEP for 1D case with a single source, and tight lower bounds and loose upper bounds for general 1D and 2D cases with multiple sources. Finally, we perform extensive simulations to verify our theoretical findings.
Author Shaowei Wang
Chonggang Wang
Haipeng Dai
Xiaobing Wu
Fan Wu
Guihai Chen
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Cites_doi 10.1109/INFCOM.2013.6566960
10.1109/ICNP.2011.6089076
10.1109/VETECS.2011.5956705
10.1109/INFCOM.2013.6567103
10.1109/INFOCOM.2014.6848041
10.1109/INFCOM.2005.1498557
10.1109/INFCOM.2011.5934919
10.1109/WCNC.2013.6554694
10.1109/MASS.2012.6502505
10.1109/APNOMS.2012.6356102
10.1109/BioWireleSS.2013.6613706
10.1109/MWC.2013.6590061
10.1109/MASS.2013.60
10.1109/ICC.2001.937360
10.1109/INFCOM.2013.6566993
10.1145/1620545.1620553
10.1145/2491288.2491291
10.1126/science.1143254
10.1109/ICDCS.2010.61
10.1109/INFCOM.2011.5935007
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References ref13
ref12
ref14
ref31
ref30
ref11
(ref7) 0
(ref5) 0
ref17
ref16
ref19
ref18
(ref3) 0
zhao (ref22) 2011
ref24
ref23
ref26
ref25
ref20
ref21
bettstetter (ref10) 2002
(ref8) 0
dai (ref27) 2013
(ref6) 0
(ref15) 0
ref28
ref29
(ref2) 0
ref9
(ref4) 0
kurs (ref1) 2007; 317
References_xml – ident: ref24
  doi: 10.1109/INFCOM.2013.6566960
– ident: ref19
  doi: 10.1109/ICNP.2011.6089076
– ident: ref16
  doi: 10.1109/VETECS.2011.5956705
– start-page: 1
  year: 2013
  ident: ref27
  article-title: Using minimum mobile chargers to keep large-scale wireless rechargeable sensor networks running forever
  publication-title: Proc 22nd Int Conf Comput Commun Netw
– ident: ref29
  doi: 10.1109/INFCOM.2013.6567103
– start-page: 41
  year: 2002
  ident: ref10
  article-title: The spatial node distribution of the random waypoint model
  publication-title: Proc Deutscher Workshop ber Mobile Ad-Hoc Netzwerke
– ident: ref17
  doi: 10.1109/INFOCOM.2014.6848041
– ident: ref30
  doi: 10.1109/INFCOM.2005.1498557
– ident: ref20
  doi: 10.1109/INFCOM.2011.5934919
– year: 0
  ident: ref2
– year: 0
  ident: ref3
– ident: ref12
  doi: 10.1109/WCNC.2013.6554694
– ident: ref26
  doi: 10.1109/MASS.2012.6502505
– ident: ref11
  doi: 10.1109/APNOMS.2012.6356102
– year: 0
  ident: ref6
– year: 0
  ident: ref5
– year: 0
  ident: ref7
– year: 0
  ident: ref4
– year: 0
  ident: ref8
– ident: ref28
  doi: 10.1109/BioWireleSS.2013.6613706
– ident: ref13
  doi: 10.1109/MWC.2013.6590061
– ident: ref25
  doi: 10.1109/MASS.2013.60
– start-page: 238
  year: 2011
  ident: ref22
  article-title: Joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks
  publication-title: Proc 23rd Int Teletraffic Congr
– ident: ref31
  doi: 10.1109/ICC.2001.937360
– ident: ref23
  doi: 10.1109/INFCOM.2013.6566993
– ident: ref14
  doi: 10.1145/1620545.1620553
– year: 0
  ident: ref15
– ident: ref21
  doi: 10.1145/2491288.2491291
– volume: 317
  start-page: 83
  year: 2007
  ident: ref1
  article-title: Wireless power transfer via strongly coupled magnetic resonances
  publication-title: Science
  doi: 10.1126/science.1143254
– ident: ref18
  doi: 10.1109/ICDCS.2010.61
– ident: ref9
  doi: 10.1109/INFCOM.2011.5935007
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Snippet One fundamental question for wireless power transfer technology is the energy provisioning problem, i.e., how to provide sufficient energy to mobile...
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SubjectTerms Batteries
Confining
Distribution functions
Electric batteries
Graphical models
Heuristic
Lower bounds
Mobile communication
mobility
Power transfer
Provisioning
Quality of energy provisioning
Sensors
Simulation
Spatial distribution
Two dimensional
Wireless communication
wireless power transfer
Wireless sensor networks
Title Quality of Energy Provisioning for Wireless Power Transfer
URI https://ieeexplore.ieee.org/document/6762897
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