Bayesian Methods in the Search for MH370

• Κύριοι συγγραφείς: Davey, Sam (Συγγραφέας), Gordon, Neil (Συγγραφέας), Holland, Ian (Συγγραφέας), Rutten, Mark (Συγγραφέας), Williams, Jason (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Σειρά: SpringerBriefs in Electrical and Computer Engineering,
• Θέματα: Engineering.; Mathematical statistics.; Probabilities.; Statistics.; Signal, Image and Speech Processing.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Probability Theory and Stochastic Processes.; Probability and Statistics in Computer Science.

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...

Πίνακας περιεχομένων:

• 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.