FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2108306501> ?p ?o ?g. }

• W2108306501 endingPage "3605" @default.
• W2108306501 startingPage "3575" @default.
• W2108306501 abstract "The paper studies distributed static parameter (vector) estimation in sensor networks with nonlinear observation models and noisy intersensor communication. It introduces separably estimable observation models that generalize the observability condition in linear centralized estimation to nonlinear distributed estimation. It studies two distributed estimation algorithms in separably estimable models, the NU (with its linear counterpart LU) and the NLU. Their update rule combines a consensus step (where each sensor updates the state by weight averaging it with its neighbors' states) and an innovation step (where each sensor processes its local current observation). This makes the three algorithms of the consensus + innovations type, very different from traditional consensus. This paper proves consistency (all sensors reach consensus almost surely and converge to the true parameter value), efficiency, and asymptotic unbiasedness. For LU and NU, it proves asymptotic normality and provides convergence rate guarantees. The three algorithms are characterized by appropriately chosen decaying weight sequences. Algorithms LU and NU are analyzed in the framework of stochastic approximation theory; algorithm NLU exhibits mixed time-scale behavior and biased perturbations, and its analysis requires a different approach that is developed in this paper." @default.
• W2108306501 created "2016-06-24" @default.
• W2108306501 creator A5045861415 @default.
• W2108306501 creator A5072223676 @default.
• W2108306501 creator A5077268766 @default.
• W2108306501 date "2012-06-01" @default.
• W2108306501 modified "2023-09-28" @default.
• W2108306501 title "Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication" @default.
• W2108306501 cites W1481492149 @default.
• W2108306501 cites W1505725179 @default.
• W2108306501 cites W1528184823 @default.
• W2108306501 cites W1966790627 @default.
• W2108306501 cites W1974291577 @default.
• W2108306501 cites W1977335817 @default.
• W2108306501 cites W2004533337 @default.
• W2108306501 cites W2040002081 @default.
• W2108306501 cites W2065564717 @default.
• W2108306501 cites W2065577175 @default.
• W2108306501 cites W2074796812 @default.
• W2108306501 cites W2075057181 @default.
• W2108306501 cites W2077274021 @default.
• W2108306501 cites W2098865243 @default.
• W2108306501 cites W2104192126 @default.
• W2108306501 cites W2107396783 @default.
• W2108306501 cites W2108970807 @default.
• W2108306501 cites W2111857756 @default.
• W2108306501 cites W2115428923 @default.
• W2108306501 cites W2117905067 @default.
• W2108306501 cites W2118439011 @default.
• W2108306501 cites W2118776392 @default.
• W2108306501 cites W2127484045 @default.
• W2108306501 cites W2130469104 @default.
• W2108306501 cites W2138131773 @default.
• W2108306501 cites W2145357459 @default.
• W2108306501 cites W2145706050 @default.
• W2108306501 cites W2151007095 @default.
• W2108306501 cites W2153368486 @default.
• W2108306501 cites W2154834860 @default.
• W2108306501 cites W2157223339 @default.
• W2108306501 cites W2158064355 @default.
• W2108306501 cites W2158980899 @default.
• W2108306501 cites W2160643434 @default.
• W2108306501 cites W2160854170 @default.
• W2108306501 cites W2165744313 @default.
• W2108306501 cites W2293423476 @default.
• W2108306501 cites W2746360986 @default.
• W2108306501 cites W2912291331 @default.
• W2108306501 cites W4213201159 @default.
• W2108306501 cites W4237496336 @default.
• W2108306501 cites W4243772471 @default.
• W2108306501 cites W4292027056 @default.
• W2108306501 doi "https://doi.org/10.1109/tit.2012.2191450" @default.
• W2108306501 hasPublicationYear "2012" @default.
• W2108306501 type Work @default.
• W2108306501 sameAs 2108306501 @default.
• W2108306501 citedByCount "411" @default.
• W2108306501 countsByYear W21083065012012 @default.
• W2108306501 countsByYear W21083065012013 @default.
• W2108306501 countsByYear W21083065012014 @default.
• W2108306501 countsByYear W21083065012015 @default.
• W2108306501 countsByYear W21083065012016 @default.
• W2108306501 countsByYear W21083065012017 @default.
• W2108306501 countsByYear W21083065012018 @default.
• W2108306501 countsByYear W21083065012019 @default.
• W2108306501 countsByYear W21083065012020 @default.
• W2108306501 countsByYear W21083065012021 @default.
• W2108306501 countsByYear W21083065012022 @default.
• W2108306501 countsByYear W21083065012023 @default.
• W2108306501 crossrefType "journal-article" @default.
• W2108306501 hasAuthorship W2108306501A5045861415 @default.
• W2108306501 hasAuthorship W2108306501A5072223676 @default.
• W2108306501 hasAuthorship W2108306501A5077268766 @default.
• W2108306501 hasBestOaLocation W21083065012 @default.
• W2108306501 hasConcept C11413529 @default.
• W2108306501 hasConcept C121332964 @default.
• W2108306501 hasConcept C127413603 @default.
• W2108306501 hasConcept C138885662 @default.
• W2108306501 hasConcept C158622935 @default.
• W2108306501 hasConcept C167928553 @default.
• W2108306501 hasConcept C201995342 @default.
• W2108306501 hasConcept C24590314 @default.
• W2108306501 hasConcept C2780310539 @default.
• W2108306501 hasConcept C31258907 @default.
• W2108306501 hasConcept C41008148 @default.
• W2108306501 hasConcept C41895202 @default.
• W2108306501 hasConcept C62520636 @default.
• W2108306501 hasConcept C96250715 @default.
• W2108306501 hasConceptScore W2108306501C11413529 @default.
• W2108306501 hasConceptScore W2108306501C121332964 @default.
• W2108306501 hasConceptScore W2108306501C127413603 @default.
• W2108306501 hasConceptScore W2108306501C138885662 @default.
• W2108306501 hasConceptScore W2108306501C158622935 @default.
• W2108306501 hasConceptScore W2108306501C167928553 @default.
• W2108306501 hasConceptScore W2108306501C201995342 @default.
• W2108306501 hasConceptScore W2108306501C24590314 @default.
• W2108306501 hasConceptScore W2108306501C2780310539 @default.
• W2108306501 hasConceptScore W2108306501C31258907 @default.
• W2108306501 hasConceptScore W2108306501C41008148 @default.

• next