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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| Hauptverfasser: | , , , , |
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| Körperschaft: | |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Singapore :
Springer Singapore : Imprint: Springer,
2016.
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| Schriftenreihe: | SpringerBriefs in Electrical and Computer Engineering,
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| Schlagworte: | |
| Online-Zugang: | http://dx.doi.org/10.1007/978-981-10-0379-0 |
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Inhaltsangabe:
- 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.