Evaluation of PPP/GNSS obtained Coordinates Accuracy using a Decision Tree

Abstract

Point positioning over the Earth´s surface has become simpler after the advent of positioning systems using artificial satellites. Nowadays, the satellites constellations of GNSS are GPS and GLONASS, the most structured systems, however, other systems were built to integrate the GNSS in last years. There are different methods to perform precise positioning using the data transmitted by GNSS satellites and the PPP method is one of these. Similarly to others, the PPP uses the observables to produce the coordinates and precise them. As we know, precision is different from accuracy. While precision informs the data set quality, accuracy tells us how much the coordinate is close to its real position on the ground. Although the correlation between precision and accuracy correlation is implicit in the observables, the processing methods cannot achieve it. The purpose of this study was to identify this relationship using the data mining tool known as Decision Tree. The creation of a large set of coordinates with known precision and accuracy were necessary for the recursive training of the Decision Tree, which became able to predict the coordinates’ accuracy using only its precision abstract should summarize the content of the paper. Try to keep the abstract below 250 words. Do not make references nor display equations in the abstract. The journal will be printed from the same-sized copy prepared by you. Your manuscript should be printed on A4 paper (21.0 cm x 29.7 cm). It is imperative that the margins and style described below be adhered to carefully. This will enable us to keep uniformity in the final printed copies of the Journal. Please keep in mind that the manuscript you prepare will be photographed and printed as it is received. Readability of copy is of paramount importance.

Authors and Affiliations

Keywords

Related Articles

Risk Assessment to the Health of Amazonian Indigenous For the Consumption of Fish, Meat of Hunts and Vegetables Containing Metylmercury

This study was to evaluate the exposure to methylmercury (HgMe) and the potential health risk of Tupari Indians through the consumption of their main foods. Were collection of samples of plant foods and muscle tissue fro...

Digital Inclusion for Students with Attention Deficit Hyperactivity Disorder

The Attention Deficit Hyperactivity Disorder is a syndrome characterized by distraction, impulsivity, forgetfulness and disorganization. The diagnosis requires considerable care and experience. There are multiples approa...

Finite element Analysis of Honeycomb filled Metallic Tubes Subjected to Axial Loading

A comprehensive study of buckling behavior of polygonal tubes with honeycomb filler under axial loading is presented in this paper. Honeycomb filled tubes have got a lot more attention due to their strong and stiff behav...

Illustrating the autocorrelation effect in T2 control chart of Hotelling by means of geometric approach

Using a geometric approach with ellipses, results warn that the autocorrelation presence reduces the T2chart performance, restricting the chart ability to signal a special cause that is acting in the process. A control c...

An analysis of rainfall based on entropy theory

The principle of maximum entropy can provide consistent basis for analyzing rainfall and for geophysical processes in general. The daily rainfall data was assessed using the Shannon entropy for a 10-years period from 189...

Download PDF file
  • EP ID EP504087
  • DOI 10.22161/ijaers.5.12.16
  • Views 46
  • Downloads 0

How To Cite

(2018). Evaluation of PPP/GNSS obtained Coordinates Accuracy using a Decision Tree. International Journal of Advanced Engineering Research and Science, 5(12), -. https://europub.co.uk/articles/-A-504087