Show source-provided references
2. Xie, T., Jiang, H., Zhao, X., and Zhang, C. (2019). A Wi-Fi-based wireless indoor position sensing system with multipath interference mitigation. Sensors, 19.
10.3390/s19183983 ↗3. Evolution of Mobile Wireless Communication to 5G Revolution
5. TSGR (2025, June 29). TS138211-V16.2.0-5G; NR; Physical Channels and Modulation. (3GPP TS 38.211 Version 16.2.0 Release 16). July 2020. Available online: https://www.etsi.org/deliver/etsi_ts/138200_138299/138211/16.02.00_60/ts_138211v160200p.pdf.
6. 3GPP (2019). Study on NR Positioning Enhancements, European Telecommunications Standards Institute (ETSI). Technical Report (TR) 33.857; 3rd Generation Partnership Project (3GPP).
7. Bartoletti, S., Conti, A., Dardari, D., and Giorgetti, A. (2025, June 29). 5G Localization and Context-Awareness, in University of Bologna, University of Ferrara. January 2018. Available online: https://www.5gitaly.eu/2018/wp-content/uploads/2019/01/5G-Italy-White-eBook-5G-Localization.pdf.
8. Butt, M.M., Rao, A., and Yoon, D. (2020, January 25–28). RF fingerprinting and deep learning assisted UE positioning in 5G. Proceedings of the IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp, Belgium.
10.1109/VTC2020-Spring48590.2020.9128640 ↗9. Mata, F.J., Grec, F.C., and Prieto-Cerdeira, R. (2020, January 21–25). Preliminary field trials and simulation results on performance of hybrid positioning based on GNSS and 5G signals. Proceedings of the 33rd International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS+2020), Online.
10.33012/2020.17609 ↗10. Xhafa, A., del Peral-Rosado, J.A., López-Salcedo, J.A., and Seco-Granados, G. (2022). Evaluation of 5G Positioning Performance Based on UTDOA, AOA and Base-Station Selective Exclusion. Sensors, 22.
10.3390/s22010101 ↗11. 5G NR Positioning Enhancements in 3GPP Release-18
12. V2X Sidelink Positioning in FR1: From Ray-Tracing and Channel Estimation to Bayesian Tracking
13. Li, Z., Wang, P., Shen, Y., and Li, S. (2025). Reinforcement Learning-Based Resource Allocation Scheme of NR-V2X Sidelink for Joint Communication and Sensing. Sensors, 25.
10.3390/s25020302 ↗14. Security Analysis of 5G NR Device-to-Device Sidelink Communications
16. Shi, J., Zhang, G., Lin, Y., Li, F., and Shen, C. (June, January 30). Positioning of High-speed Trains Based on PRS. Proceedings of the International Wireless Communications and Mobile Computing (IWCMC), Dubrovnik, Croatia.
17. Zhang, J., and Wang, H. (2022, January 4–8). Online Learning Based NLOS Ranging Error Mitigation in 5G Positioning. Proceedings of the GLOBECOM 2022–2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil.
10.1109/GLOBECOM48099.2022.10000807 ↗18. Jin, C., Bajaj, I., Zhao, K., Tay, W.P., and Ling, K.V. (April, January 29). 5G Positioning Using Code-Phase Timing Recovery. Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China.
20. Ahlander, J., and Posluk, M. (2020, January 14–18). Deployment Strategies for High Accuracy and Availability Indoor Positioning with 5G. Proceedings of the IEEE International Conference on Indoor Positioning and Indoor Navigation (IPIN), Hong Kong, China.
22. Investigation on Positioning Techniques for Indoor Office Scenario
24. Deng, Z., Zheng, X., Wang, H., Fu, X., Yin, L., and Liu, W. (2020). A Novel Time Delay Estimation Algorithm for 5G Vehicle Positioning in Urban Canyon Environments. Sensors, 20.
10.3390/s20185190 ↗25. Keating, R., Säily, M., Hulkkonen, J., and Karjalainen, J. (2019, January 27–30). Overview of Positioning in 5G New Radio. Proceedings of the 16th International Symposium on Wireless Communication Systems (ISWCS), Oulu, Finland.
10.1109/ISWCS.2019.8877160 ↗26. Toward 5G NR High-Precision Indoor Positioning via Channel Frequency Response: A New Paradigm and Dataset Generation Method
10.1109/JSAC.2022.3157397 ↗27. Huang, S., Chen, H.-M., and Li, F. (2022, January 19–21). Positioning Performance Evaluation for 5G Positioning Reference Signal. Proceedings of the 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT), Wuhan, China.
10.1109/ICFEICT57213.2022.00093 ↗28. Sun, C., Zhao, H., Bai, L., Cheong, J.W., Dempster, A.G., and Feng, W. (2020, January 7). GNSS-5G hybrid positioning based on TOA/AOA measurements. Proceedings of the China Satellite Navigation Conference, Chengdu, China.
10.1007/978-981-15-3715-8_47 ↗29. Joint Positioning and Synchronization Based on Multi-epoch Measurements in Imperfectly-Synchronous 5G mmWave Systems
10.1109/LCOMM.2024.3431574 ↗30. He, Y., Sun, C., and Bai, L. (2024, January 23–25). A 5G Adaptive Positioning Method in Environments with Significant Noise Changes. Proceedings of the 2024 International Technical Meeting of the Institute of Navigation, Long Beach, CA, USA.
10.33012/2024.19571 ↗34. Wu, G.-S., and Tseng, P.-H. (2018, January 5–8). A Deep Neural Network-Based Indoor Positioning Method using Channel State Information. Proceedings of the International Conference on Computing, Networking and Communications (ICNC), Maui, HI, USA.
10.1109/ICCNC.2018.8390298 ↗38. Ráth, A., Pjanić, D., Bernhardsson, B., and Tufvesson, F. (June, January 28). ML-Enabled Outdoor User Positioning in 5G NR Systems via Uplink SRS Channel Estimates. Proceedings of the ICC 2023-IEEE International Conference on Communications, Rome, Italy.
10.1109/ICC45041.2023.10279249 ↗39. Sun, B., Tan, B., Wang, W., and Lohan, E.S. (2021). A Comparative Study of 3D UE Positioning in 5G New Radio with a Single Station. Sensors, 21.
10.3390/s21041178 ↗40. Wang, F., Chen, J., and Liu, Q. (2017, January 25–26). SRS-based LTE indoor wireless positioning system. Proceedings of the IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), Chongqing, China.
10.1109/IAEAC.2017.8054443 ↗41. TSGR (2025, June 29). TS138211-V17.1.0-5G; NR; Physical Channels and Modulation. (3GPP TS 38.211 Version 17.1.0 Release 17). Available online: https://www.etsi.org/deliver/etsi_ts/138200_138299/138211/17.01.00_60/ts_138211v170100p.pdf.
42. Müürsepp, I., Kulmar, M., Elgarhy, O., Alam, M.M., Chen, T., Horsmanheimo, S., and Scholliers, J. (2021, January 7–10). Performance Evaluation of 5G-NR Positioning Accuracy Using Time Difference of Arrival Method. Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, MeditCom, Athens, Greece.
10.1109/MeditCom49071.2021.9647652 ↗