Bayesian Methods in the Search for MH370 / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams.
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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Superior document: | SpringerBriefs in Signal Processing, |
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Place / Publishing House: | Singapore : : Springer Singapore :, Imprint: Springer,, 2016. |
Year of Publication: | 2016 |
Edition: | 1st ed. 2016. |
Language: | English |
Series: | SpringerBriefs in Signal Processing,
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Physical Description: | 1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.) |
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Table of Contents:
- 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.