A New Algorithm for Ill-posed Problem of GNSS-based Ionospheric Tomography

D Wen, K **e, Y Tang, D Mei, X Chen, H Chen - Remote Sensing, 2023 - mdpi.com
Ill-posedness of GNSS-based ionospheric tomography affects the stability and the accuracy
of the inversion results. Truncated singular value decomposition (TSVD) is a common …

Application of hybrid regularization method for tomographic reconstruction of midlatitude ionospheric electron density

Y Yao, J Tang, J Kong, L Zhang, S Zhang - Advances in Space Research, 2013 - Elsevier
Reconstructing ionospheric electron density (IED) is an ill-posed inverse problem, with
classical Tikhonov regularization tending to smooth IED structures. By contrast, total …

Dual empirical orthogonal functions restrained tomographic model for ionosphere imaging

J Yu, Y Zhu, Y Dai, H Zhu, Y Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Extra constraints are always brought into an ionosphere tomographic model to strengthen its
robustness. However, existent models using the constraints either show a weak restriction …

Variable pixel size ionospheric tomography

D Zheng, H Zheng, Y Wang, W Nie, C Li, M Ao… - Advances in Space …, 2017 - Elsevier
A novel ionospheric tomography technique based on variable pixel size was developed for
the tomographic reconstruction of the ionospheric electron density (IED) distribution. In …

Adaptive regularization method for 3-D GNSS ionospheric tomography based on the U-curve

J Tang, X Gao - IEEE Transactions on Geoscience and Remote …, 2020 - ieeexplore.ieee.org
Computerized ionospheric tomography is a highly ill-posed inverse problem, and
regularization tends to stabilize the problem to provide a unique solution. When a …

Tomographic inversion of the ionospheric electron density driven by the scales of empirical orthogonal functions

J Yu, Y Dai, Y Zhu, H Zhu, Y Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Ionospheric tomography is a popular technique for ionosphere imaging. Though dozens of
models have been proposed in the past decades, their inflexibilities in constraints …

A Double-Adaptive Adjustment Algorithm for Ionospheric Tomography

D Wen, Y Tang, X Chen, Y Zou - Remote Sensing, 2023 - mdpi.com
A double-adaptive adjustment algorithm (DAAA) is proposed to reconstruct three-
dimensional ionospheric electron density (IED) distribution. In the DAAA method, the …

GPS-based ionospheric tomography with constrained IRI as a regularization

M Ou, HB Zhang, WM Zhen - ISAPE2012, 2012 - ieeexplore.ieee.org
Recent developments in ionosphere remote sensing, in particular techniques using the
global positioning system (GPS) provide an unprecedented capability for monitoring the …

Image-model coupling: application to an ionospheric storm

ND Smith, D Pokhotelov, CN Mitchell… - Nonlinear Processes in …, 2010 - npg.copernicus.org
Techniques such as tomographic reconstruction may be used to provide images of electron
content in the ionosphere. Models are also available which attempt to describe the dominant …

[CITATION][C] 基于 GNSS 的电离层模型研究进展

焦明连, 蒋廷臣, 王秀萍 - 测绘科学, 2008