Detection of GNSS ionospheric scintillations based on machine learning decision tree

N Linty, A Farasin, A Favenza… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes a methodology for automatic, accurate, and early detection of
amplitude ionospheric scintillation events, based on machine learning algorithms, applied …

A machine learning approach to GNSS scintillation detection: Automatic soft inspection of the events

A Favenza, A Farasin, N Linty, F Dovis - … Meeting of The Satellite Division of …, 2017 - ion.org
Classical approaches for the automatic detection of ionospheric scintillation events in Global
Navigation Satellite System (GNSS) receivers are based on the observation of indices (eg …

An efficient approach to mitigate scintillation effects on GPS range-finding in ionosphere

FDA Rahman, A Hassan… - … on Computer and …, 2008 - ieeexplore.ieee.org
This paper presents the optimal approach to mitigate scintillation effects caused by
ionosphere irregularities, principally plasma bubbles that occur mostly in ionosphere in low …