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Bayesian methods in the search for MH370

Davey, Sam.

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Bayesian methods in the search for MH370

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Bayesian methods in the search for MH370/ by Sam Davey ... [et al.].
其他作者:	Davey, Sam.
出版者:	Singapore :Springer Singapore : : 2016.,
面頁冊數:	xvi, 114 p. :ill. (some col.), digital ;24 cm.
內容註:	Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions.
Contained By:	Springer eBooks
標題:	Aircraft accidents - Investigation -
電子資源:	http://dx.doi.org/10.1007/978-981-10-0379-0
ISBN:	9789811003790

Bayesian methods in the search for MH370
Bayesian methods in the search for MH370[electronic resource] /by Sam Davey ... [et al.]. - Singapore :Springer Singapore :2016. - xvi, 114 p. :ill. (some col.), digital ;24 cm. - SpringerBriefs in electrical and computer engineering,2191-8112. - SpringerBriefs in electrical and computer engineering..

Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions.

Open access.

This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircraft's previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution.

ISBN: 9789811003790

Standard No.: 10.1007/978-981-10-0379-0doiSubjects--Topical Terms:

2203502
Aircraft accidents
--Investigation

LC Class. No.: TL553.5

Dewey Class. No.: 363.12465

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505 0 $a Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions.
506 $a Open access.
520 $a This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircraft's previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution.
650 0 $a Aircraft accidents $x Investigation $x Decision making. $3 2203502
650 0 $a Bayesian statistical decision theory. $3 551404
650 0 $a Malaysia Airlines Flight 370 Incident, 2014. $3 2203503
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