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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書目詳細資料
Main Authors: Davey, Sam (Author), Gordon, Neil (Author), Holland, Ian (Author), Rutten, Mark (Author), Williams, Jason (Author)
企業作者: SpringerLink (Online service)
格式: 電子 電子書
語言:英语
出版: Singapore : Springer Singapore : Imprint: Springer, 2016.
叢編:SpringerBriefs in Electrical and Computer Engineering,
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在線閱讀:http://dx.doi.org/10.1007/978-981-10-0379-0
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書本目錄:
  • 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.