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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Davey, Sam (Autor), Gordon, Neil (Autor), Holland, Ian (Autor), Rutten, Mark (Autor), Williams, Jason (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:SpringerBriefs in Signal Processing,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.