Significance of Accuracy Comparison in Real-Time Kinematic and Single Point Positioning On-Board Application in Vehicles

  • Taufan Zandy Andrian Student

Abstract


Vehicle tracking using the positioning system that is used today is the single point positioning method implementation, but the accuracy of the method is still inadequate for further features to be applied. Therefore, an accuracy improvement is needed. By applying the Real Time Kinematic (RTK) method which has an centimeter level of accuracy, the IndiCar webapp made by PT. Telkom Indonesia offers further features in driving, such as sudden vehicle movements detection, to accidents indications. Accuracy comparisons can also be made to define how significant the difference in accuracy of the two methods. The tests show quite significant results. At single point positioning, the largest deviation is at 20 m and the smallest at 1.0960 m, while in the RTK method, the largest deviation is at a value of 80 cm while the smallest at 0.92 cm. The standard deviation value is then used in the calculation of accuracy. With CEP calculations, the single point positioning method produces accuracy at 5.4659 m, while the RTK method provides a more precise level of accuracy, with a value of 18.22 cm. These results show that the RTK method can be an alternative, to improve accuracy in the use of positioning systems.



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References

[1] R. Santerre, L. Pan, C. Cai, and J. Zhu, “Single Point Positioning Using GPS, GLONASS and BeiDou Satellites,” Positioning, vol. 05, no. 04, 2014, doi: 10.4236/pos.2014.54013.
[2] S. Alissa, M. Håkansson, P. Henkel, U. Mittmann, J. Hüffmeier, and R. Rylander, “Low bandwidth network-rtk correction dissemination for high accuracy maritime navigation,” TransNav, vol. 15, no. 1, 2021, doi: 10.12716/1001.15.01.17.
[3] J. Lee, J. H. Kwon, and Y. Lee, “Analyzing Precision and Efficiency of Global Navigation Satellite System-Derived Height Determination for Coastal and Island Areas,” Applied Sciences, vol. 11, no. 11, Jun. 2021, doi: 10.3390/app11115310.
[4] A. Jamil, “Kajian Kebijakan dan Informasi Kedirgantaraan KEBIJAKAN GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS) NEGARA PENGGUNA (Studi Kasus: Australia, Korea dan Indonesia),” 2015. Accessed: Nov. 14, 2021. [Online]. Available: https://puskkpa.lapan.go.id/files_arsip/Abdullah_Kebijakan_Global_2015.pdf
[5] T. Walter, “Satellite?Based Augmentation Systems (SBASs),” in Position, Navigation, and Timing Technologies in the 21st Century, Wiley, 2020. doi: 10.1002/9781119458449.ch13.
[6] R. B. Reyes, A. Iihoshi, J. C. Franco, C. C. Colegio, and W. M. Rada, “Performance Analysis of Single Point Positioning (SPP) and MADOCA-Precise Point Positioning (MADOCA-PPP) in Road/Lane Identification,” 2017. [Online]. Available: www.ajouronline.com
[7] Y. Du, G. Huang, Q. Zhang, Y. Gao, and Y. Gao, “A new asynchronous RTK method to mitigate base station observation outages,” Sensors (Switzerland), vol. 19, no. 15, Aug. 2019, doi: 10.3390/s19153376.
[8] LatitudeLongitude.org, “https://latitudelongitude.org/,” 2015.
[10] S. Setiawan, “Analisis Penerapan Standar Deviasi Dalam Penentuan Persediaan Pengaman Pada Ud Mirama Kota Gorontalo.,” vol. 1, 2018.
[11] M. Specht, “Determination of Navigation System Positioning Accuracy Using the Reliability Method Based on Real Measurements,” Remote Sensing, vol. 13, no. 21, p. 4424, Nov. 2021, doi: 10.3390/rs13214424.
[12] C. Malesios, B. K. Drosos, and C. Malesios, “Measuring efficiency of innovation using combined Data Envelopment Analysis and Structural Equation Modeling: empirical study in EU regions View project Methods for Bayesian Data Analysis View project Measuring the Accuracy and Precision of the Garmin GPS positioning in Forested Areas: A Case Study in Taxiarchis-Vrastama University Forest,” 2012. [Online]. Available: https://www.researchgate.net/publication/266150506
[13] T. Takasu, “http://rtklib.com/,” 2007.
[14] PT. Telkom Indonesia, “https://indicar-portal-v3-dev.vsan-apps.playcourt.id/.”
[15] R. Magdalena and M. A. Krisanti, “Analisis Penyebab dan Solusi Rekonsiliasi Finished Goods Menggunakan Hipotesis Statistik dengan Metode Pengujian Independent Sample T-Test di PT.Merck, Tbk,” vol. 16, no. 1, p. p-ISSN, 2019.
Published
2022-08-30
How to Cite
ANDRIAN, Taufan Zandy. Significance of Accuracy Comparison in Real-Time Kinematic and Single Point Positioning On-Board Application in Vehicles. [CEPAT] Journal of Computer Engineering: Progress, Application and Technology, [S.l.], v. 1, n. 02, p. 63-71, aug. 2022. ISSN 2963-6728. Available at: <//journals.telkomuniversity.ac.id/cepat/article/view/5299>. Date accessed: 03 may 2024. doi: https://doi.org/10.25124/cepat.v1i02.5299.
Section
Articles