東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Bayesian methods in the search for MH370

Davey, Sam.

Linked to FindBook

Google Book

Amazon

博客來

Bayesian methods in the search for MH370

Record Type:	Electronic resources : Monograph/item
Title/Author:	Bayesian methods in the search for MH370/ by Sam Davey ... [et al.].
other author:	Davey, Sam.
Published:	Singapore :Springer Singapore : : 2016.,
Description:	xvi, 114 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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
Subject:	Aircraft accidents - Investigation -
Online resource:	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

Bayesian methods in the search for MH370
LDR:02222nmm a2200361 a 4500 001 2043636
003 DE-He213
005 20160715161545.0
006 m d
007 cr nn 008maaau
008 170217s2016 si s 0 eng d
020 $a 9789811003790 $q (electronic bk.)
020 $a 9789811003783 $q (paper)
024 7 $a 10.1007/978-981-10-0379-0 $2 doi
035 $a 978-981-10-0379-0
040 $a GP $c GP
041 0 $a eng
050 4 $a TL553.5
072 7 $a TTBM $2 bicssc
072 7 $a UYS $2 bicssc
072 7 $a TEC008000 $2 bisacsh
072 7 $a COM073000 $2 bisacsh
082 0 4 $a 363.12465 $2 23
090 $a TL553.5 $b .B357 2016
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 2203502
650 0 $a Bayesian statistical decision theory. $3 551404
650 0 $a Malaysia Airlines Flight 370 Incident, 2014. $3 2203503
650 1 4 $a Engineering. $3 586835
650 2 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 1005896
650 2 4 $a Probability Theory and Stochastic Processes. $3 891080
650 2 4 $a Probability and Statistics in Computer Science. $3 891072
700 1 $a Davey, Sam. $3 2203501
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in electrical and computer engineering. $3 1565565
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-0379-0
950 $a Engineering (Springer-11647)