04140nam 22007335 450 991016165240332120240430200304.0981-10-0379-310.1007/978-981-10-0379-0(CKB)3710000000765108(DE-He213)978-981-10-0379-0(MiAaPQ)EBC5555630(Au-PeEL)EBL5555630(OCoLC)1059413911(PPN)194515788(EXLCZ)99371000000076510820160715d2016 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierBayesian Methods in the Search for MH370 /by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams1st ed. 2016.Singapore :Springer Singapore :Imprint: Springer,2016.1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.)SpringerBriefs in Signal Processing,2196-4076981-10-0378-5 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.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 aircraft’s previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution.SpringerBriefs in Signal Processing,2196-4076Signal processingImage processingSpeech processing systemsStatistics ProbabilitiesMathematical statisticsSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/S17020Probability Theory and Stochastic Processeshttps://scigraph.springernature.com/ontologies/product-market-codes/M27004Probability and Statistics in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17036Signal processing.Image processing.Speech processing systems.Statistics .Probabilities.Mathematical statistics.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.621.382Davey Samauthttp://id.loc.gov/vocabulary/relators/aut942311Gordon Neilauthttp://id.loc.gov/vocabulary/relators/autHolland Ianauthttp://id.loc.gov/vocabulary/relators/autRutten Markauthttp://id.loc.gov/vocabulary/relators/autWilliams Jasonauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910161652403321Bayesian Methods in the Search for MH3702126390UNINA