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Bayesian Methods in the Search for MH370

Bayesian Methods in the Search for MH370

von Ian Holland, Jason Williams, Mark Rutten, Neil Gordon und Sam Davey
Softcover - 9789811003783
21,39 €
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Beschreibung

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.

Details

Verlag Springer Singapore
Ersterscheinung 25. Juli 2016
Maße 23.5 cm x 15.5 cm
Gewicht 213 Gramm
Format Softcover
ISBN-13 9789811003783
Auflage 1st ed. 2016
Seiten 114

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