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Linear Estimation in Interconnected Sensor Systems with Information Constraints

dc.contributor.authorReinhardt, Marc*
dc.date.accessioned2021-02-11T17:47:31Z
dc.date.available2021-02-11T17:47:31Z
dc.date.issued2015*
dc.date.submitted2019-07-30 20:01:59*
dc.identifier34769*
dc.identifier.issn18673813*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/51747
dc.description.abstractA ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed.*
dc.languageEnglish*
dc.relation.ispartofseriesKarlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory*
dc.subjectQA1-939*
dc.subject.classificationbic Book Industry Communication::P Mathematics & scienceen_US
dc.subject.otherSchätztheorie*
dc.subject.otherKalman Filter*
dc.subject.otherestimation theory*
dc.subject.otherSensornetze*
dc.subject.otherVerteilte SystemsData fusion*
dc.subject.otherdistributed systems*
dc.subject.otherDatenfusion*
dc.subject.othersensor networks*
dc.subject.otherKalman filtering*
dc.titleLinear Estimation in Interconnected Sensor Systems with Information Constraints*
dc.typebook
oapen.identifier.doi10.5445/KSP/1000045577*
oapen.relation.isPublishedBy68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2*
oapen.relation.isbn9783731503422*
oapen.pagesXVII, 227 p.*
oapen.volume16*
peerreview.review.typeFull text
peerreview.anonymityAll identities known
peerreview.reviewer.typeEditorial board member
peerreview.reviewer.typeExternal peer reviewer
peerreview.review.stagePre-publication
peerreview.open.reviewNo
peerreview.publish.responsibilityBooks or series editor
peerreview.id51a542ec-eaeb-47c2-861d-6022e981a97a
peerreview.titleDissertations in Series (Dissertationen in Schriftenreihe)


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