> Detailanzeige

Davey, Sam [VerfasserIn] ; Gordon, Neil [Sonstige Person, Familie und Körperschaft]; Holland, Ian [Sonstige Person, Familie und Körperschaft]; Rutten, Mark [Sonstige Person, Familie und Körperschaft]; Williams, Jason [Sonstige Person, Familie und Körperschaft]

Bayesian Methods in the Search for MH370

Literatur-
verwaltung

Zur
Merkliste

Lösche von
Merkliste

Per Whatsapp teilen

Schließen

Merkliste



Sie können Bookmarks mittels Listen verwalten, loggen Sie sich dafür bitte in Ihr SLUB Benutzerkonto ein.
  • Medientyp: E-Book
  • Titel: Bayesian Methods in the Search for MH370
  • Beteiligte: Davey, Sam [VerfasserIn]; Gordon, Neil [Sonstige Person, Familie und Körperschaft]; Holland, Ian [Sonstige Person, Familie und Körperschaft]; Rutten, Mark [Sonstige Person, Familie und Körperschaft]; Williams, Jason [Sonstige Person, Familie und Körperschaft]
  • Erschienen: Singapore: Springer, 2016
  • Erschienen in: SpringerBriefs in Electrical and Computer Engineering
    SpringerBriefs in Signal Processing
    SpringerLink ; Bücher
    Springer eBook Collection ; Engineering
  • Umfang: Online-Ressource (XVI, 114 p. 51 illus., 2 illus. in color, online resource)
  • Sprache: Englisch
  • DOI: 10.1007/978-981-10-0379-0
  • ISBN: 9789811003790
  • Identifikator:
  • Schlagwörter: Engineering ; Distribution (Probability theory ; Computer science ; Speech processing systems. ; Image processing. ; Mathematical statistics ; Probabilities ; Statistics ; Signal processing. ; Computer science—Mathematics.
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: 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

    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
  • Zugangsstatus: Freier Zugang