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Smart Meter Privacy with an Energy Harvesting Device and Instantaneous Power Constraints

Author(s): Giaconi, Giulio; Gündüz, Deniz; Poor, H Vincent

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dc.contributor.authorGiaconi, Giulio-
dc.contributor.authorGündüz, Deniz-
dc.contributor.authorPoor, H Vincent-
dc.date.accessioned2020-02-19T22:00:42Z-
dc.date.available2020-02-19T22:00:42Z-
dc.date.issued2015-06en_US
dc.identifier.citationGiaconi, Giulio, Deniz Gündüz, and H. Vincent Poor. "Smart meter privacy with an energy harvesting device and instantaneous power constraints." In 2015 IEEE International Conference on Communications (ICC), (2015): 7216-7221. doi:10.1109/ICC.2015.7249478en_US
dc.identifier.issn1550-3607-
dc.identifier.urihttp://arks.princeton.edu/ark:/88435/pr1b47k-
dc.description.abstractA smart meter (SM) periodically measures end-user electricity consumption and reports it to a utility provider (UP). Despite the advantages of SMs, their use leads to serious concerns about consumer privacy. In this paper, SM privacy is studied by considering the presence of an energy harvesting device (EHD) as a means of masking the user's input load. The user can satisfy part or all of his/her energy needs from the EHD, and hence, less information can be leaked to the UP via the SM. The EHD is typically equipped with a rechargeable energy storage device, i.e., a battery, whose instantaneous energy content limits the user's capability in covering his/her energy usage. Privacy is measured by the information leaked about the user's real energy consumption when the UP observes the energy requested from the grid, which the SM reads and reports to the UP. The minimum information leakage rate is characterized as a computable information theoretic single-letter expression when the EHD battery capacity is either infinite or zero. Numerical results are presented for a discrete binary input load to illustrate the potential privacy gains from the existence of a storage device.en_US
dc.format.extent7216-7221en_US
dc.language.isoen_USen_US
dc.relation.ispartof2015 IEEE International Conference on Communications (ICC)en_US
dc.rightsAuthor's manuscripten_US
dc.titleSmart Meter Privacy with an Energy Harvesting Device and Instantaneous Power Constraintsen_US
dc.typeConference Articleen_US
dc.identifier.doidoi:10.1109/ICC.2015.7249478-
dc.identifier.eissn1938-1883-
pu.type.symplectichttp://www.symplectic.co.uk/publications/atom-terms/1.0/journal-articleen_US

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