DocumentCode :
104869
Title :
A New Ionosphere Tomography Algorithm With Two-Grid Virtual Observations Constraints and Three-Dimensional Velocity Profile
Author :
Yibin Yao ; Jian Kong ; Jun Tang
Author_Institution :
Sch. of Geodesy & Geomatics, Wuhan Univ., Wuhan, China
Volume :
53
Issue :
5
fYear :
2015
fDate :
May-15
Firstpage :
2373
Lastpage :
2383
Abstract :
Ionosphere tomography is a typical ill-posed problem, and using the ionosphere priori information as the constraints to improve the state of normal equation is an effective approach to solve this problem. In this paper, we impose priori constraints by increasing the virtual observations in $n$-dimensional space. Then, after the inversion region to be gridded, we can form a stable structure between the grids with loose constraints, which greatly improve the state of normal equation. Based on that, to obtain the real-time velocity information of ionosphere electron density, we introduce the grid electron density velocity parameters, which can be estimated with electron density parameters simultaneously. The authors use the new algorithm and the global navigation satellite system data in Europe to inverse the 12 ionosphere electron density and velocity images on August 15, 2003, which reflects the ionosphere changes of electron density and velocity in whole day; in addition, we compare the results with the traditional algorithm multiplicative algorithm reconstruction technique´s results. Furthermore, we compare the results with the changes time series of plasma frequency observed by ionosphere ionosonde among different layers, and many types of analysis and comparison verify the effectiveness and reliability of the new algorithm. The related research provides a new way for the real-time detection and prediction of ionosphere changes.
Keywords :
ionospheric techniques; remote sensing; AD 2003 08 15; Europe; global navigation satellite system data; grid electron density velocity parameters; ionosphere change prediction; ionosphere change real-time detection; ionosphere electron density; ionosphere priori information; ionosphere tomography algorithm; multiplicative algorithm reconstruction technique; n-dimensional space; normal equation state; plasma frequency time series; real-time velocity information; three-dimensional velocity profile; two-grid virtual observations constraints; typical ill-posed problem; velocity images; virtual observations; Algorithm design and analysis; Equations; Estimation; Global Positioning System; Ionosphere; Mathematical model; Tomography; Computerized ionosphere tomography; grid constraints; three-dimensional ionosphere velocity image; virtual observations;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2014.2359762
Filename :
6920048
Link To Document :
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