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Multidimensional free interpolation framework for high-precision modeling of slant total electron contents in mid-latitude and equatorial regions
Sergey P. Tsareva, Valery V. Denisenkobc, Marat M. Valikhanovd a Institute of Space and Information Technologies, Siberian Federal University, Svobodny 79, Krasnoyarsk, 660041, Russia
b Institute of Computational Modeling SB RAS, Academgorodok 50, Krasnoyarsk, 660036
c Institute of Mathematics and Computer Science,
Siberian Federal University,
Svobodny 79, Krasnoyarsk, 660041
Russia
d Institute of Engineering Physics and Radioelectronics, Siberian Federal University, Svobodny 79, Krasnoyarsk, 660041, Russia
Abstract:
Standard models of ionospheric delays have errors of order 1–8 TECU (standard total electron content units). On the basis of the free interpolation framework we propose a new simple model of the slant TEC distributions approximating slant TEC distributions obtained from the three-dimensional ionospheric models NeQuick2 and IRI-2016 with RMS error $<$ 0.05 TECU. The proposed model was tested for varios positions of receivers in mid-latitude and equatorial regions. Stability of the coefficients of the model with respect to the position of the receiver and time is substantiated.
Keywords:
ionosphere, total electron content, GLONASS, GPS, interpolation, machine learning.
Received: 06.04.2018 Received in revised form: 06.07.2018 Accepted: 06.10.2018
Citation:
Sergey P. Tsarev, Valery V. Denisenko, Marat M. Valikhanov, “Multidimensional free interpolation framework for high-precision modeling of slant total electron contents in mid-latitude and equatorial regions”, J. Sib. Fed. Univ. Math. Phys., 11:6 (2018), 781–791
Linking options:
https://www.mathnet.ru/eng/jsfu727 https://www.mathnet.ru/eng/jsfu/v11/i6/p781
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