Filling missing values of multi-station GNSS coordinate time series based on matrix completion

•Realizing the interpolation of multi-station time series in a simultaneous way.•The method is non-parametric and keep the user intervention at minimum.•The patterns in both time and space domains are explored.•Different noise type is considered in the simulation experiment.•Numerical simulation is...

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Veröffentlicht in:	Measurement : journal of the International Measurement Confederation 2021-10, Vol.183, p.109862, Article 109862
Hauptverfasser:	Bao, Zhi, Chang, Guobin, Zhang, Laihong, Chen, Guoliang, Zhang, Siyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Global navigation satellite system GNSS time series Interpolation Mathematical analysis Matrix completion Mean square errors Missing data Navigation systems Polynomials Singular value thresholding Time series Workstations
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