GPS equatorial ionospheric scintillation signals simulation, characterization, and estimation
Date
2019
Authors
Xu, Dongyang, author
Morton, Yu, advisor
Rino, Charles, committee member
van Graas, Frank, committee member
Pinaud, Olivier, committee member
Journal Title
Journal ISSN
Volume Title
Abstract
Strong equatorial ionospheric scintillation is characterized with simultaneous deep amplitude fading and fast phase fluctuations, which can severely degrade GNSS receiver performance and impact a variety of GNSS applications. This dissertation addresses the equatorial ionospheric scintillation effects on GNSS signals in three aspects: simulation, characterization, and estimation. The first part of the dissertation presents a physics-based, strong scintillation simulator that requires only two scintillation indicators as input parameters, with validation results using a large amount of real scintillation data. In order to improve the accuracy of carrier phase estimation, a semi-open loop algorithm is developed in the second part of the dissertation. The performance of this algorithm is evaluated using the developed simulator against two other state-of-the-art algorithms and shows improved performance in terms of reduced cycle slip occurrences and estimation error. In the third part, the scintillation signal characterization is conducted using a large amount of real strong scintillation data from Ascension Island. Statistical summaries are obtained, including the temporal characteristics of and correlation between fast phase changes and deep fades and the statistical relationship between the data bit decoding error occurrences and the intensity of amplitude scintillation.
Description
Rights Access
Subject
estimation
GPS signal simulation
atmospheric effects
ionospheric scintillation
GPS processing