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Bayesian methods in the search for MH370

Davey, Sam.

Bayesian methods in the search for MH370

Record Type:	Electronic resources : Monograph/item
Title/Author:	Bayesian methods in the search for MH370by Sam Davey ... [et al.].
other author:	Davey, Sam.
Published:	Singapore :Springer Singapore :2016.
Description:	xvi, 114 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Aircraft accidentsInvestigation
Online resource:	http://dx.doi.org/10.1007/978-981-10-0379-0
ISBN:	9789811003790$q(electronic bk.)

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$q(electronic bk.)

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

753534
Aircraft accidents
--Investigation

LC Class. No.: TL553.5

Dewey Class. No.: 363.12465

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245 0 0 $a Bayesian methods in the search for MH370 $h [electronic resource] / $c by Sam Davey ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2016.
300 $a xvi, 114 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a SpringerBriefs in electrical and computer engineering, $x 2191-8112
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 753534
650 0 $a Bayesian statistical decision theory. $3 182005
650 0 $a Malaysia Airlines Flight 370 Incident, 2014. $3 753535
650 1 4 $a Engineering. $3 210888
650 2 4 $a Signal, Image and Speech Processing. $3 273768
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 348605
650 2 4 $a Probability Theory and Stochastic Processes. $3 274061
650 2 4 $a Probability and Statistics in Computer Science. $3 274053
700 1 $a Davey, Sam. $3 753533
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in electrical and computer engineering. $3 557682
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-0379-0
950 $a Engineering (Springer-11647)