Bayesian Methods in the Search for MH370

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, env...

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Autori principali: Davey, Sam (Autore), Gordon, Neil (Autore), Holland, Ian (Autore), Rutten, Mark (Autore), Williams, Jason (Autore)
Ente Autore: SpringerLink (Online service)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Singapore : Springer Singapore : Imprint: Springer, 2016.
Serie:SpringerBriefs in Electrical and Computer Engineering,
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Accesso online:http://dx.doi.org/10.1007/978-981-10-0379-0
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Sommario:
  • 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.