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dc.contributor.authorBushnaq, Osama
dc.contributor.authorAl-Naffouri, Tareq Y.
dc.contributor.authorChepuri, Sundeep Prabhakar
dc.contributor.authorLeus, Geert
dc.date.accessioned2018-01-01T12:59:19Z
dc.date.available2018-01-01T12:59:19Z
dc.date.issued2017-11-02
dc.identifier.citationBushnaq OM, Al-Naffouri TY, Chepuri SP, Leus G (2017) Joint sensor placement and power rating selection in energy harvesting wireless sensor networks. 2017 25th European Signal Processing Conference (EUSIPCO). Available: http://dx.doi.org/10.23919/eusipco.2017.8081645.
dc.identifier.doi10.23919/eusipco.2017.8081645
dc.identifier.urihttp://hdl.handle.net/10754/626664
dc.description.abstractIn this paper, the focus is on optimal sensor placement and power rating selection for parameter estimation in wireless sensor networks (WSNs). We take into account the amount of energy harvested by the sensing nodes, communication link quality, and the observation accuracy at the sensor level. In particular, the aim is to reconstruct the estimation parameter with minimum error at a fusion center under a system budget constraint. To achieve this goal, a subset of sensing locations is selected from a large pool of candidate sensing locations. Furthermore, the type of sensor to be placed at those locations is selected from a given set of sensor types (e.g., sensors with different power ratings). We further investigate whether it is better to install a large number of cheap sensors, a few expensive sensors or a combination of different sensor types at the optimal locations.
dc.description.sponsorshipThis work is supported by the KAUST-MIT-TUD consortium under grant OSR-2015-Sensors-2700.
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.urlhttp://ieeexplore.ieee.org/document/8081645/
dc.rights(c) 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.
dc.subjectWireless sensor networks
dc.subjectsensor selection
dc.subjectconvex optimization
dc.subjectenergy harvesting
dc.subjectestimation
dc.titleJoint sensor placement and power rating selection in energy harvesting wireless sensor networks
dc.typeConference Paper
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentElectrical Engineering Program
dc.identifier.journal2017 25th European Signal Processing Conference (EUSIPCO)
dc.eprint.versionPost-print
dc.contributor.institutionFaculty of Electrical Engineering, Mathematics, and Computer Science (EEMCS), Delft University of Technology (TU Delft), The Netherlands
kaust.personBushnaq, Osama
kaust.personAl-Naffouri, Tareq Y.
kaust.grant.numberOSR-2015-Sensors-2700
refterms.dateFOA2018-06-13T10:15:02Z
dc.date.published-online2017-11-02
dc.date.published-print2017-08


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