2022
DOI: 10.1029/2021ea002202
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Investigating the Efficiency of Deep Learning Methods in Estimating GPS Geodetic Velocity

Abstract: Observations and processing of Iran's national geodynamic network, global positioning systems (GPSs) track and record signals received from GPS satellites 24 hr a day. The information collected at each station is received in the form of observation and navigation files, meteorological data and tilt meters in the main processing centers, using the telephone line and modem. These centers are located in Tehran and the surveying managements of the surveying organization in the cities of Mashhad, Tabriz, Hamedan an… Show more

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Cited by 3 publications
(1 citation statement)
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“…Due to a large amount of data and the complexity of the results, it is necessary to use a tool such as PCA-SOM to simplify the output to make the correct interpretation. SOM is a kind of artificial neural network that has found many applications in recent years in the fields of engineering to medicine, biology and economics (Acevedo-Acosta et al, 2021;Sorkhabi et al, 2022b;Sorkhabi & Milani, UDC 528.8…”
mentioning
confidence: 99%
“…Due to a large amount of data and the complexity of the results, it is necessary to use a tool such as PCA-SOM to simplify the output to make the correct interpretation. SOM is a kind of artificial neural network that has found many applications in recent years in the fields of engineering to medicine, biology and economics (Acevedo-Acosta et al, 2021;Sorkhabi et al, 2022b;Sorkhabi & Milani, UDC 528.8…”
mentioning
confidence: 99%