[PDF] Bayesian Methods in the Search for MH370 (SpringerBriefs in Electrical and Computer Engineering)

ISBN: 9811003785

Category: Tutorial


Posted on 2017-11-04, by luongquocchinh.

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Author: Sam Davey | Publisher: Springer | Category: Mathematics | Language: English | Page: 114 | ISBN: 9811003785 | ISBN13: 9789811003783 |

Description: Authors: Davey, S., Gordon, N., Holland, I., Rutten, M., Williams, J. Presents a unique insight into the Bayesian calculation of the search zone for MH370 Written by members of the MH370 search team Contains a tutorial description of available data allowing readers to work out their own solutions 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, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircrafts previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution. Number of Illustrations and Tables 49 b/w illustrations, 2 illustrations in colour Topics 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

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