About: Towards Distributed Bayesian Estimation A Short Note on Selected Aspects

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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Description	The rapid development of ad-hoc wireless networks, sensor networks and similar calls for efficient estimation of common parameters of a linear or nonlinear model used to describe the operating environment. Therefore, the theory of collaborative distributed estimation has attained a very considerable focus in the past decade, however, mostly in the classical deterministic realm. We conjecture, that the consistent and versatile Bayesian decision making framework, whose applications range from the basic probability counting up to the nonlinear estimation theory, can significantly contribute to the distributed estimation theory. The limited extent of the paper allows to address the considered problem only very superficially and shortly. Therefore, we are forced to leave the rigorous approach in favor of a short survey indicating the arising possibilities appealing to the non- Bayesian literature. The rapid development of ad-hoc wireless networks, sensor networks and similar calls for efficient estimation of common parameters of a linear or nonlinear model used to describe the operating environment. Therefore, the theory of collaborative distributed estimation has attained a very considerable focus in the past decade, however, mostly in the classical deterministic realm. We conjecture, that the consistent and versatile Bayesian decision making framework, whose applications range from the basic probability counting up to the nonlinear estimation theory, can significantly contribute to the distributed estimation theory. The limited extent of the paper allows to address the considered problem only very superficially and shortly. Therefore, we are forced to leave the rigorous approach in favor of a short survey indicating the arising possibilities appealing to the non- Bayesian literature. (en)
Title	Towards Distributed Bayesian Estimation A Short Note on Selected Aspects Towards Distributed Bayesian Estimation A Short Note on Selected Aspects (en)
skos:prefLabel	Towards Distributed Bayesian Estimation A Short Note on Selected Aspects Towards Distributed Bayesian Estimation A Short Note on Selected Aspects (en)
skos:notation	RIV/67985556:_____/11:00368319!RIV12-AV0-67985556
http://linked.open...avai/predkladatel	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/08/0567), Z(AV0Z10750506)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Dedecius, Kamil Sečkárová, Vladimíra
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	235619
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/11:00368319
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	efficient estimation; a linear or nonlinear model; distributed estimation; Bayesian decision making (en)
http://linked.open.../riv/klicoveSlovo	Bayesian decision making a linear or nonlinear model distributed estimation efficient estimation
http://linked.open...ontrolniKodProRIV	[8C36A6E5AB5E]
http://linked.open...v/mistoKonaniAkce	Sierra Nevada
http://linked.open...i/riv/mistoVydani	Prague
http://linked.open...i/riv/nazevZdroje	The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011)
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Fully probabilistic design of dynamic decision strategies
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Dedecius, Kamil Sečkárová, Vladimíra
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-12-16 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Ústav teorie informace a automatizace AV ČR
https://schema.org/isbn	978-80-903834-6-3
is http://linked.open...avai/riv/vysledek of	Towards Distributed Bayesian Estimation A Short Note on Selected Aspects Towards Distributed Bayesian Estimation A Short Note on Selected Aspects

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