SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGINEERING
Sam Gordon Neil Holl Davey
Oprawa:
MIĘKKA
Wydawca:
Springer Singapore
ISBN:
9789811003783
Opis produktu
This book demonstrates how nonlinear/nonGaussian 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 particlefilter based numerical calculation of the aircraft flightpath 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./<brIntroduction. 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.I enjoyed every moment of reading this book which is pedagogical informative and full of suspense. The writing is crisp and to the point illustrating the depth and complexity of current aviation accident investigation techniques and the skills of the experts in this field. I advise both statisticians and aviation enthusiasts to have a look at this book .Ł (P. Jouvelot Computing Reviews April 2017)<brdivSamuel Davey received the Bachelor of Engineering Master of Mathematical Science :and PhD degrees from the University of Adelaide Australia in 1996 1999 :and 2003 respectively. Since 1995 he has worked for the Defence Science and :Technology Group Australia in the areas of target tracking tracker performance assessment :and multisensor fusion. He is a Visiting Research Fellow at the University :of Adelaide and a Senior Member of the IEEE./divdivbr/divdivNeil Gordon received a PhD in Statistics from Imperial College London in 1993. :He was with the Defence Evaluation and Research Agency in the UK until 2002 :working on missile guidance and statistical data processing. He is best known for :initiating the particle filter approach to nonlinear nonGaussian dynamic estimation :which is now in widespread use throughout the world in many diverse disciplines. :He is the coauthor/coeditor of two books on particle filtering. In 2002 he moved :to the Defence Science and Technology Group in Adelaide Australia where he is :currently head of Data and Information Fusion. In 2014 he became an Honorary :Professor with the School of Information Technology and Electrical Engineering at :the University of Queensland. He is a Senior Member of the IEEE./divdivbr/divdivIan Holland received the Bachelor of Electronic and Communication Engineering in :2000 and a PhD in wireless telecommunicatioWymiary: 2117 gr 155 mm 235 mm
Dodaj recenzję
Zaloguj sie, aby móc dodać swoją recenzję.
Tytułów w bazie:
1 011 223
Ostatnia aktualizacja:
02-04-2024