Title :
Inversion of Ionospheric Electron Density Based on a Constrained Simultaneous Iteration Reconstruction Technique
Author :
Liu, Sanzhi ; Wang, Jiexian ; Gao, Junqiang
Author_Institution :
Dept. of Surveying, Tongji Univ. Shanghai, Shanghai, China
fDate :
6/1/2010 12:00:00 AM
Abstract :
In this paper, a new algorithm, which is the constrained simultaneous iteration reconstruction technique (SIRT), is presented for the inversion of ionospheric electron density. This new algorithm uses the smoothing of neighboring pixels in the same layer to create a reasonable constraint matrix. Thus, it overcomes the limitation of conventional SIRT and improves the accuracy of electron density inversion. The reliability and feasibility of the new algorithm and its superiority to the SIRT are demonstrated by numerical simulation experiment and reconstruction results based on the actual GPS observations.
Keywords :
atmospheric structure; electron density; ionosphere; ionospheric techniques; iterative methods; CSIRT; Global Positioning System observations; computerized ionospheric tomography; constrained simultaneous iteration reconstruction technique; electron density inversion; ionospheric electron density; ionospheric structure; numerical simulation experiment; Global Positioning System (GPS); ionospheric electron density; simultaneous iteration reconstruction technique (SIRT); tomography;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2010.2040829