Matches in SemOpenAlex for { <https://semopenalex.org/work/W2921552671> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2921552671 abstract "This paper studies the estimation of network weights for a class of systems with binary-valued observations. In these systems only quantized observations are available for the network estimation. Furthermore, system states are coupled with observations, and the quantization parts are unknown inherent components, which hinder the design of inputs and quantizers. To fulfill the estimation, we propose a recursive algorithm based on stochastic approximation techniques. More precisely, to deal with the temporal dependency of observations and achieve the recursive estimation of network weights, a deterministic objective function is constructed based on the likelihood function by extending the dimension of observations and applying ergodic properties of Markov chains. It is shown that this function is strictly concave and has unique maximum identical to the true parameter vector. Finally, the strong consistency of the algorithm is established. Our recursive algorithm can be applied to online tasks like real-time decision-making and surveillance for networked systems. This work also provides a new scheme for the identification of systems with quantized observations." @default.
- W2921552671 created "2019-03-22" @default.
- W2921552671 creator A5022210183 @default.
- W2921552671 creator A5022886989 @default.
- W2921552671 creator A5045975901 @default.
- W2921552671 creator A5073296674 @default.
- W2921552671 date "2019-03-18" @default.
- W2921552671 modified "2023-10-01" @default.
- W2921552671 title "Network Weight Estimation for Binary-Valued Observation Models" @default.
- W2921552671 cites W1482987421 @default.
- W2921552671 cites W1501203061 @default.
- W2921552671 cites W1586505959 @default.
- W2921552671 cites W1963841823 @default.
- W2921552671 cites W1965324089 @default.
- W2921552671 cites W1967292228 @default.
- W2921552671 cites W1995713768 @default.
- W2921552671 cites W2002347177 @default.
- W2921552671 cites W2006305154 @default.
- W2921552671 cites W2027514326 @default.
- W2921552671 cites W2063146103 @default.
- W2921552671 cites W2068993062 @default.
- W2921552671 cites W2080180125 @default.
- W2921552671 cites W2122889835 @default.
- W2921552671 cites W2163296727 @default.
- W2921552671 cites W2182934988 @default.
- W2921552671 cites W2572349158 @default.
- W2921552671 cites W2766311344 @default.
- W2921552671 cites W2775246207 @default.
- W2921552671 cites W2795258758 @default.
- W2921552671 cites W2895932926 @default.
- W2921552671 cites W2911872467 @default.
- W2921552671 cites W2963454367 @default.
- W2921552671 cites W2964054734 @default.
- W2921552671 cites W3103721121 @default.
- W2921552671 doi "https://doi.org/10.48550/arxiv.1903.07350" @default.
- W2921552671 hasPublicationYear "2019" @default.
- W2921552671 type Work @default.
- W2921552671 sameAs 2921552671 @default.
- W2921552671 citedByCount "0" @default.
- W2921552671 crossrefType "posted-content" @default.
- W2921552671 hasAuthorship W2921552671A5022210183 @default.
- W2921552671 hasAuthorship W2921552671A5022886989 @default.
- W2921552671 hasAuthorship W2921552671A5045975901 @default.
- W2921552671 hasAuthorship W2921552671A5073296674 @default.
- W2921552671 hasBestOaLocation W29215526711 @default.
- W2921552671 hasConcept C105795698 @default.
- W2921552671 hasConcept C11413529 @default.
- W2921552671 hasConcept C119857082 @default.
- W2921552671 hasConcept C122044880 @default.
- W2921552671 hasConcept C126255220 @default.
- W2921552671 hasConcept C134306372 @default.
- W2921552671 hasConcept C14036430 @default.
- W2921552671 hasConcept C154945302 @default.
- W2921552671 hasConcept C159886148 @default.
- W2921552671 hasConcept C19768560 @default.
- W2921552671 hasConcept C2776436953 @default.
- W2921552671 hasConcept C33923547 @default.
- W2921552671 hasConcept C41008148 @default.
- W2921552671 hasConcept C48372109 @default.
- W2921552671 hasConcept C78458016 @default.
- W2921552671 hasConcept C86803240 @default.
- W2921552671 hasConcept C94375191 @default.
- W2921552671 hasConcept C98763669 @default.
- W2921552671 hasConceptScore W2921552671C105795698 @default.
- W2921552671 hasConceptScore W2921552671C11413529 @default.
- W2921552671 hasConceptScore W2921552671C119857082 @default.
- W2921552671 hasConceptScore W2921552671C122044880 @default.
- W2921552671 hasConceptScore W2921552671C126255220 @default.
- W2921552671 hasConceptScore W2921552671C134306372 @default.
- W2921552671 hasConceptScore W2921552671C14036430 @default.
- W2921552671 hasConceptScore W2921552671C154945302 @default.
- W2921552671 hasConceptScore W2921552671C159886148 @default.
- W2921552671 hasConceptScore W2921552671C19768560 @default.
- W2921552671 hasConceptScore W2921552671C2776436953 @default.
- W2921552671 hasConceptScore W2921552671C33923547 @default.
- W2921552671 hasConceptScore W2921552671C41008148 @default.
- W2921552671 hasConceptScore W2921552671C48372109 @default.
- W2921552671 hasConceptScore W2921552671C78458016 @default.
- W2921552671 hasConceptScore W2921552671C86803240 @default.
- W2921552671 hasConceptScore W2921552671C94375191 @default.
- W2921552671 hasConceptScore W2921552671C98763669 @default.
- W2921552671 hasLocation W29215526711 @default.
- W2921552671 hasLocation W29215526712 @default.
- W2921552671 hasOpenAccess W2921552671 @default.
- W2921552671 hasPrimaryLocation W29215526711 @default.
- W2921552671 hasRelatedWork W1599550463 @default.
- W2921552671 hasRelatedWork W1984109057 @default.
- W2921552671 hasRelatedWork W2004954126 @default.
- W2921552671 hasRelatedWork W2038071061 @default.
- W2921552671 hasRelatedWork W2128670912 @default.
- W2921552671 hasRelatedWork W2128702080 @default.
- W2921552671 hasRelatedWork W2267993466 @default.
- W2921552671 hasRelatedWork W2503632538 @default.
- W2921552671 hasRelatedWork W2769990394 @default.
- W2921552671 hasRelatedWork W2911960091 @default.
- W2921552671 isParatext "false" @default.
- W2921552671 isRetracted "false" @default.
- W2921552671 magId "2921552671" @default.
- W2921552671 workType "article" @default.