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Using Weighted Total Least Squares and 3-D Conformal Coordinate Transformation to Improve the Accuracy of Mobile Laser Scanning

IEEE Transactions on Geoscience and Remote Sensing, 2020
With the aid of global position system (GPS), mobile laser scanning (MLS) is able to provide 3-D geo-referenced point cloud that has centimeter-level accuracy.
W. Liu   +4 more
semanticscholar   +1 more source

Enhancement of Computational Efficiency for Weighted Total Least Squares

Journal of Surveying Engineering, 2021
AbstractWeighted total least-squares (WTLS) adjustment is a rigorous method used for estimating parameters in the errors-in-variables (EIV) model.
Jianmin Wang   +3 more
openaire   +1 more source

Weighted Total Least Squares for Frequency Estimation of Real Sinusoids Based on Augmented System

East-West Design & Test Symposium, 2020
Estimating the frequencies of sinusoids based on the weighted total least squares method allows for obtaining more accurate estimates compared to the ordinary least squares method.
Dmitriy Ivanov, A. Zhdanov
semanticscholar   +1 more source

On the Weighted Total Least Squares Solutions

2014
Nowadays the terminology Total Least Squares (TLS) is frequently used as a standard name of the estimation method for the errors-in-variables (EIV) model. Although a significant number of contribution have been published to adjust the EIV model, the computational advantages of the TLS problem are still largely unknown.
X. Fang, H. Kutterer
openaire   +1 more source

Web image interpolation via weighted total least squares regression

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012
Although ordinary least squares (OLS) regression achieves great success in clean image interpolation, its effectiveness is questionable in the scenario of web images which are usually compressed beforehand. The inherent flaw of OLS is that it is asymmetric, the perturbation is only confined on the right side of the linear system.
Xianming Liu   +4 more
openaire   +1 more source

Weighted total least squares problems with inequality constraints solved by standard least squares theory

2020
<p>The errors-in-variables (EIV) model is applied to surveying and mapping fields such as empirical coordinate transformation, line/plane fitting and rigorous modelling of point clouds and so on as it takes the errors both in coefficient matrix and observation vector into account.
Xie Jian, Long Sichun
openaire   +1 more source

An iterative solution of weighted total least-squares adjustment

Journal of Geodesy, 2010
Total least-squares (TLS) adjustment is used to estimate the parameters in the errors-in-variables (EIV) model. However, its exact solution is rather complicated, and the accuracies of estimated parameters are too difficult to analytically compute. Since the EIV model is essentially a non-linear model, it can be solved according to the theory of non ...
Yunzhong Shen, Bofeng Li, Yi Chen
openaire   +1 more source

Jackknife method for the location of gross errors in weighted total least squares

Communications in statistics. Simulation and computation, 2019
Because the weighted total least squares (WTLS) method lacks robustness and is sensitive to gross errors, it cannot eliminate the influence of outliers effectively. A small number of gross errors may produce a devastating effect on estimates. Focusing on
Leyang Wang, Zhiqiang Li, Fengbin Yu
semanticscholar   +1 more source

Target localization based on weighted total least squares in underwater acoustic networks

International Conference on Signal Processing, Communications and Computing, 2019
Most existed target localization methods in underwater sensor networks assume that the locations of sensor nodes are accurate as references to infer target location.
Ling Wang   +4 more
semanticscholar   +1 more source

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