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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| Main Authors: | , , , , |
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| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore :
Springer Singapore : Imprint: Springer,
2016.
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| Series: | SpringerBriefs in Electrical and Computer Engineering,
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| Subjects: | |
| Online Access: | http://dx.doi.org/10.1007/978-981-10-0379-0 |
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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.