The Effect of Baseline Length and GSM Network Quality on the Geometric Accuracy of N-RTK Systems
DOI:
10.29303/jppipa.v11i10.12765Published:
2025-10-25Downloads
Abstract
Network Real-Time Kinematic (N-RTK) positioning has become a fundamental tool in high-precision surveying. However, its accuracy is significantly affected by operational factors, such as baseline length and telecommunication network quality. This research aims to quantify the influence of these two factors on the geometric accuracy of the N-RTK system. Data was collected in a tropical peatland environment in Indonesia. Out of 661 test points, 495 were successfully measured using the N-RTK system with a geodetic GPS. At the other 166 points, however, limited GSM signal coverage in the field necessitated the use of a handheld GPS as an alternative solution to ensure the completeness of the spatial data. The results show that N-RTK accuracy decreases significantly with an increase in baseline length and a decrease in cellular network quality (4G to 3G). The 4G network provides higher accuracy, with a Circular Error 90% (CE90) value of 0.359 m at a 10-20 km baseline distance. At the same distance, the 3G network yields a CE90 of 0.472 m. An increase in distance up to 40-50 km further reduces accuracy, but the resulting accuracy still meets the standard for 1:2500 scale detailed maps. On the other hand, measurements using a handheld GPS yield a CE90 of 5.95 m, which is significantly lower and only suitable for general-scale mapping (1:25,000). This study underscores the importance of cellular network quality and optimal baseline planning to achieve maximum accuracy in N-RTK surveys, as well as highlights the need for alternative solutions in areas with signal limitations.
Keywords:
Geometric Accuracy, GNSS, GSM Network, Real-Time KinematicReferences
Al-Attas, S. H. M., Ab Latip, A. S., Din, A. H. M., & Al-Attas, S. I. (2023). Comparison of MyRTKnet Performance with Various Real-Time Corrections Based on Different Time. IOP Conference Series: Earth and Environmental Science, 1240(1), 12005. https://doi.org/10.1088/1755-1315/1240/1/012005
Bhatta, B. (2021). Global navigation satellite systems: new technologies and applications. CRC Press.
Bong, J. H., Kim, D., & Jeong, S. (2023). GNSS performance enhancement using measurement estimation in harsh environment. Plos One, 18(9), e0292116. https://doi.org/10.1371/journal.pone.0292116
Cabezas, J., Yubero, R., Visitación, B., Navarro-García, J., Algar, M. J., Cano, E. L., & Ortega, F. (2022). Analysis of accelerometer and GPS data for cattle behaviour identification and anomalous events detection. Entropy, 24(3), 336. https://doi.org/10.3390/e24030336
Chinnasamy, P., Sivakrishnaiah, C., Sathiya, T., Alam, I., Degala, D. P., & others. (2025). Design and Implementation of an IoT-based Emergency Alert and GPS Tracking System using MQTT and GSM/GPS Module. 2025 5th International Conference on Trends in Material Science and Inventive Materials (ICTMIM), 1286–1291. Retrieved from https://ieeexplore.ieee.org/abstract/document/10987939/
Enge, P. K. (1994). The global positioning system: Signals, measurements, and performance. International Journal of Wireless Information Networks, 1(2), 83–105. https://doi.org/10.1007/bf02106512
Gökdaş, Ö., & Özlüdemir, M. T. (2020). A variance model in NRTK-based geodetic positioning as a function of baseline length. Geosciences, 10(7), 262. https://doi.org/10.3390/geosciences10070262
Grenier, A., Lohan, E. S., Ometov, A., & Nurmi, J. (2023). A survey on low-power GNSS. IEEE Communications Surveys & Tutorials, 25(3), 1482–1509. https://doi.org/10.1109/COMST.2023.3265841
Gümüş, K., & Selbesoğlu, M. O. (2019). Evaluation of NRTK GNSS positioning methods for displacement detection by a newly designed displacement monitoring system. Measurement, 142, 131–137. https://doi.org/10.1016/j.measurement.2019.04.041
Irianto, R., & Rassarandi, F. D. (2021). Kajian Perbandingan Luas Hasil Pengukuran Bidang Tanah Menggunakan GPS RTK-Radio dan RTK-NTRIP. JGISE: Journal of Geospatial Information Science and Engineering, 4(1), 65–70. https://doi.org/10.22146/jgise.63947
Jaya, M. R. N. S., Murdapa, F., & Rahmadi, E. (2022). Analisis Pengukuran Bidang Tanah Menggunakan Metode RTK NTRIP Dengan Beberapa Provider 4G. DATUM: Journal of Geodesy and Geomatics, 2(01), 1–9. https://doi.org/10.23960/datum.v2i01.2661
Jimenez-Martinez, M. J., Farjas-Abadia, M., & Quesada-Olmo, N. (2021). An approach to improving GNSS positioning accuracy using several GNSS devices. Remote Sensing, 13(6), 1149. https://doi.org/10.3390/rs13061149
Karimidoona, A., & Schön, S. (2023). Predicting C/N0 as a Key Parameter for Network RTK Integrity Prediction in Urban Environments. Remote Sensing, 15(19), 4850. https://doi.org/10.3390/rs15194850
Lamsal, B. (2025). Development of an Indoor localization and positioning system in non-GPS environment using standalone smart phones and its implementation in construction site photo management application. Proceedings of Digital Frontiers in Buildings and Infrastructure International Conference Series, 13–23. Retrieved from https://submission.dfbi.org/index.php/dfbi/article/view/2520
Lim, C., Jo, Y., Kim, S., Lee, Y., & Park, B. (2025). A New Paradigm in Nationwide GNSS Precise Positioning: Satellite-Broadcasted OSR Corrections via Homogeneous Network RTK Methodology. Proceedings of the 38th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2025), 2487–2497. https://doi.org/10.33012/2025.20335
Liu, H., Gao, W., Miao, W., Pan, S., Meng, X., & Qiao, L. (2023). Research on reliable long-baseline NRTK positioning method considering ionospheric residual interpolation uncertainty. Remote Sensing, 15(22), 5353. https://doi.org/10.3390/rs15225353
Marbawi, M., Yuwono, B. D., & Sudarsono, B. (2015). Analisis Pengukuran Bidang Tanah Menggunakan GNSS RTK-Radio dan RTK-NTRIP Pada Stasiun CORS UNDIP. Jurnal Geodesi Undip, 4(4), 297–306. https://doi.org/10.14710/jgundip.2015.9956
Mikhaylov, D., Amatetti, C., Polonelli, T., Masina, E., Campana, R., Berszin, K., Moatti, C., Amato, D., Vanelli-Coralli, A., Magno, M., & others. (2023). Toward the future generation of railway localization exploiting RTK and GNSS. IEEE Transactions on Instrumentation and Measurement, 72, 1–10. https://doi.org/10.1109/TIM.2023.3272048
Niu, Z., Xia, H., Tao, P., & Ke, T. (2024). Accuracy assessment of UAV photogrammetry system with RTK measurements for direct georeferencing. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 10, 169–176. https://doi.org/10.5194/isprs-annals-X-1-2024-169-2024
Nord, S., Tidd, J., Gunnarsson, F., Alissa, S., Rieck, C., Hanquist, C.-H., Johansson, V., Hammenstedt, J., Hoxell, F., Larsson, C., & others. (2021). NPAD-Final Report D1. 3: Network-RTK Positioning for Automated Driving. Retrieved from https://rosap.ntl.bts.gov/view/dot/65506
Othman, S. E., Salama, G. M., & Hamed, H. F. A. (2021). Methodology for the remote transfer of GPS receiver station data through a GSM network. Heliyon, 7(11). Retrieved from https://www.cell.com/heliyon/fulltext/S2405-8440(21)02433-6
Patire, A. D., Wright, M., Prodhomme, B., & Bayen, A. M. (2015). How much GPS data do we need? Transportation Research Part C: Emerging Technologies, 58, 325–342. https://doi.org/10.1016/j.trc.2015.02.011
Pilot, D. M. R. (2023). Metode Survey Pemetaan GNSS/GPS Geodetic: Panduan Lengkap dan Terperinci. Digital Global Eksplorasi. Retrieved from https://digitaleksplorasi.com/metode-survey-pemetaan-gnss-gps-geodetic/
Sitohang, L. S., Yuwono, B. D., & Awaluddin, M. (2014). Analisis Pengukuran Bidang Tanah Menggunakan Metode RTK NTRIP dengan Beberapa Provider GSM. Jurnal Geodesi Undip, 3(3), 44–55. https://doi.org/10.14710/jgundip.2014.5836
Stephenson, S. (2016). Automotive applications of high precision GNSS [Doctoral dissertation, University of Nottingham]. Retrieved from https://eprints.nottingham.ac.uk/38716/
License
Copyright (c) 2025 Romi Mitrolia, Sufardi M.S, Muhammad Rusdi

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).






