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Information-theoretic approaches to privacy in estimation and control
KTH, Skolan för elektroteknik och datavetenskap (EECS), Reglerteknik.
Univ Texas Austin, Austin, TX 78712 USA..
KTH, Skolan för elektroteknik och datavetenskap (EECS), Teknisk informationsvetenskap.ORCID-id: 0000-0002-7926-5081
KTH, Skolan för elektroteknik och datavetenskap (EECS), Reglerteknik. KTH, Skolan för elektroteknik och datavetenskap (EECS), Centra, ACCESS Linnaeus Centre.ORCID-id: 0000-0001-9940-5929
2019 (engelsk)Inngår i: Annual Reviews in Control, ISSN 1367-5788, E-ISSN 1872-9088, Vol. 47, s. 412-422Artikkel, forskningsoversikt (Fagfellevurdert) Published
Abstract [en]

Network control systems (NCSs) heavily rely on information and communication technologies for sharing information between sensors and controllers as well as controllers and actuators. When estimation, control or actuation tasks in a NCS are performed by an untrusted party, sharing information might result in the leakage of private information. The current paper reviews some of the recent results on the privacy-aware decision-making problems in NCSs. In particular, we focus on static and dynamic decision-making problems wherein privacy is measured using information-theoretic notions. We also review the applications of these problems in smart buildings and smart grids. 

sted, utgiver, år, opplag, sider
PERGAMON-ELSEVIER SCIENCE LTD , 2019. Vol. 47, s. 412-422
Emneord [en]
Privacy, Information theory, Networked control systems
HSV kategori
Identifikatorer
URN: urn:nbn:se:kth:diva-255503DOI: 10.1016/j.arcontrol.2019.04.006ISI: 000474680200028Scopus ID: 2-s2.0-85064542337OAI: oai:DiVA.org:kth-255503DiVA, id: diva2:1354815
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QC 20190926

Tilgjengelig fra: 2019-09-26 Laget: 2019-09-26 Sist oppdatert: 2019-09-26bibliografisk kontrollert

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