Publications

Scientific publications

1. Lu, M., Kim, H. (2019). Advanced 5G validation trials across multiple vertical industries. IEEE Future Networks Tech Focus, Vol. 3, No. 2, September 2019. [Online version available]

2. Wolf, F., Le Déroff, K., De Rivaz, S., Deparis, N., Dehmas, F., Cances, J-P. (2019). Benchmarking of narrowband LPWA network ranging technologies. In Proceedings: The 16th IEEE Workshop on Positioning Navigation and Communications (WPNC), 23-24 October 2019, Bremen. DOI: 10.1109/WPNC47567.2019.8970248. [Self-archived version available]

3. Lu, M., Zhang, H., Wissingh, B., Blokpoel, R. (2020). Advanced 5G validation trials across multiple vertical industries: Health, aquaculture and transport (abstract). In Proceedings: The 8th Transport Research Arena (TRA 2020), 27-30 April 2020, Helsinki. [Self-archived version available from the author]

4. Kakkavas, G., Karyotis, V., Papavassiliou, S. (2020). A distance-based agglomerative clustering algorithm for multicast network tomography. In Proceedings: The 2020 IEEE International Conference on Communications (ICC), 7-11 June 2020, Dublin (online). DOI: 10.1109/ICC40277.2020.9149412. [Self-archived version available]

5. Wolf, F., De Rivaz, S., Dehmas, F., Mannoni, V., Berg, V., Cances, J-P. (2020). Accurate narrowband LPWA ranging: Principles, performance in AWGN and multipath channels. In Proceedings: The 29th European Conference on Networks and Communications (EuCNC), 16-17 June 2020, Dubrovnik (online). DOI: 10.1109/EuCNC48522.2020.9200944. [Self-archived version available]

6. Uitto, M., Heikkinen, A. (2020). Exploiting and evaluating live 360 low latency video streaming using CMAF. In Proceedings: The 29th European Conference on Networks and Communications (EuCNC), 16-17 June 2020, Dubrovnik (online). DOI: 10.1109/EuCNC48522.2020.9200954. [Self-archived version available]

7. Morocho-Cayamcela, M. E., Lee, H., Lim, W. (2020). Machine learning to improve multi-hop searching and extended wireless reachability in V2X. IEEE Communications Letters, Vol. 24, No. 7, pp. 1477-1481, July 2020. DOI: 10.1109/LCOMM.2020.2982887. [Self-archived version available]

8. Bouali, F., Moessner, K., Fitch, M. (2020). Energy-efficient QoE-driven strategies for context-aware RAT selection. IEEE Transactions on Green Communications and Networking, Vol. 4, No. 3, pp. 858-872, September 2020. DOI: 10.1109/TGCN.2020.2966449. [Self-archived version available]

9. Lu, M., Bouali, F. (2020). Potential 5G applications for connected vehicles: Use cases, opportunities and challenges. In Proceedings: The 27th ITS World Congress, 4-8 October 2020, Los Angeles. [Self-archived version available]

10. Kim, H. (2020). Performance analysis of K means clustering algorithms for mMTC systems. In Proceedings: The 11th International Conference on ICT Convergence (ICTC), 21-23 October 2020, Jeju Island. DOI: 10.1109/ICTC49870.2020.9289287. [Self-archived version available]

11. Guizar, A., Mannoni, V., Poli, F., Denis, B., Berg, V. (2020). LTE-V2X performance evaluation for cooperative collision avoidance (CoCA) systems. In Proceedings: The 92nd IEEE Vehicular Technology Conference (VTC), 18 November – 16 December 2020, Victoria (online). DOI: 10.1109/VTC2020-Fall49728.2020.9348621. [Self-archived version available]

12. Bouali, F., Moessner, K., Fitch, M. (2021). Multi-timescale QoE provisioning for adaptive video streaming in heterogeneous deployments. IEEE Transactions on Vehicular Technology, Vol. 70, No. 2, pp. 1894-1909, 28 January 2021. DOI: 10.1109/TVT.2021.3055490. [Self-archived version available]

13. Bouali, F., Pinola, J., Karyotis, V., Wissingh, B., Mitrou, M., Krishnan, P., Moessner, K. (2021). 5G for vehicular use cases: A survey of technical requirements, value propositions and outlook. IEEE Open Journal of Intelligent Transport Systems (OJ-ITS), Vol. 2, pp. 73-96, 9 April 2021. DOI: 10.1109/OJITS.2021.3072220.

14. Mouawad, N., Mannoni, V., Denis, B., Da Silva, A. P. (2021). Impact of LTE-V2X connectivity on global occupancy maps in a cooperative collision avoidance (CoCA) system. In Proceedings: The 93rd IEEE Vehicular Technology Conference (VTC), 25 April – 19 May 2021, Helsinki (online). DOI: 10.1109/VTC2021-Spring51267.2021.9449034. [Self-archived version available]

15. Lekidis, A., Bouali, F. (2021). C-V2X network slicing framework for 5G-enabled vehicle platooning applications. In Proceedings: The 93rd IEEE Vehicular Technology Conference (VTC), 25 April – 19 May 2021, Helsinki (online). DOI: 10.1109/VTC2021-Spring51267.2021.9448769. [Self-archived version available]

16. Apilo, O., Pinola, J., Ahola, R., Kemppainen, J., Happonen, J. (2021). Experimental evaluation of a traffic warning system based on accurate driver condition assessment and 5G connectivity. In Proceedings: The 93rd IEEE Vehicular Technology Conference (VTC), 25 April – 19 May 2021, Helsinki (online). DOI: 10.1109/VTC2021-Spring51267.2021.9448881. [Self-archived version available]

17. Kim, H., Pinola, J. (2021). Transport use case trials of 5G-HEART project. In Proceedings: IEEE 5G for Connected and Automated Mobility (CAM), 11-12 May 2021, Brussels (online).

18. Berg, V., Dehmas, F., Wolf, F. (2021). Coherent multi-channel ranging for precise localization in narrowband LPWA networks: Performance trials in an indoor environment. In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 8-11 June 2021, Porto (online). DOI: 10.1109/EuCNC/6GSummit51104.2021.9482557.

19. Uitto, M., Heikkinen, A. (2021). Evaluation of live video streaming performance for low latency use cases in 5G. In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 8-11 June 2021, Porto (online). DOI: 10.1109/EuCNC/6GSummit51104.2021.9482605.

20. Arora, A., Dimitrovski, T., Litjens, R., Zhang, H. (2021). Machine learning-based slice management in 5G networks for emergency scenarios. In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 8-11 June 2021, Porto (online). DOI: 10.1109/EuCNC/6GSummit51104.2021.9482547.

21. Brandsma, E., Hallingby, H. K., Lehne, P. H. (2021). A 5G health use case calling for ecosystem strategies: Resolving technology and business dependencies necessary to kick off the market. In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 8-11 June 2021, Porto (online). DOI: 10.1109/EuCNC/6GSummit51104.2021.9482489.

22. Wolf, F., Berg, V., Dehmas, F., Mannoni, V., De Rivaz, D. (2021). Multi-frequency phase difference of arrival for precise localization in narrowband LPWA networks. In Proceedings: The 2021 IEEE International Conference on Communications (ICC), 14-23 June 2021, Montreal (online). DOI: 10.1109/ICC42927.2021.9500389.

23. Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Papavassiliou, S., Bouali, F., Moessner, K. (2021). 5G network requirement analysis and slice dimensioning for sustainable vehicular services. In Proceedings: The 17th International Conference on Distributed Computing in Sensor Systems (DCOSS), 14-16 July 2021, Pafos (online). DOI: 10.1109/DCOSS52077.2021.00082. [Self-archived version available]

24. Kakkavas, G., Kalntis, M., Karyotis, V., Papavassiliou, S. (2021). Future network traffic matrix synthesis and estimation based on deep generative models. In Proceedings: The 30th International Conference on Computer Communications and Networks (ICCCN), 19-22 July 2021, Athens. DOI: 10.1109/ICCCN52240.2021.9522222. [Self-archived version available]

25. Kakkavas, G., Diamanti, M., Gabriel, M., Lahoud, C., Phanindra Akula, S. V. N., Karyotis, V., Moessner, K., Papavassiliou, S. (2021). Demo proposal: Tele-operated support over 4G/5G mobile communications. In Proceedings: IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 7-10 September 2021, Athens (online). DOI: 10.1109/MeditCom49071.2021.9647643.

26. Kose A., Lee, H., Foh, C. H., Dianati, M. (2021). Beam-based mobility management in 5G millimetre wave V2X communications: A survey and outlook. IEEE Open Journal of Intelligent Transport Systems (OJ-ITS), Vol. 2, pp. 347-363, 14 September 2021. DOI: 10.1109/OJITS.2021.3112533.

27. Mouawad, N., Mannoni, V. (2021). Collective perception messages: New low complexity fusion and V2X connectivity analysis. In Proceedings: The 94th IEEE Vehicular Technology Conference (VTC), 27-30 September 2021 (online). DOI: 10.1109/VTC2021-Fall52928.2021.9625454.

28. Kim, H. (2021). Signal recovery technique using recurrent neural network in interference environment. In Proceedings: The 12th International Conference on ICT Convergence (ICTC), 20-22 October 2021, Jeju Island. DOI: 10.1109/ICTC52510.2021.9621098.

29. Kose, A., Foh, C. H., Lee, H., Moessner, K. (2021). Profiling vehicles for improved small cell beam-vehicle pairing using multi-armed bandit. In Proceedings: The 12th International Conference on ICT Convergence (ICTC), 20-22 October 2021, Jeju Island. DOI: 10.1109/ICTC52510.2021.9620863. [Online version available]

30. Uitto, M., Heikkinen, A. (2021). Demo: Proactive low latency video encoding service based on 5G coverage. In Proceedings: IEEE Vehicular Networking Conference (VNC), 10-12 November 2021 (online). DOI: 10.1109/VNC52810.2021.9644660.

31. Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Bouali, F., Pinola, J., Apilo, O., Papavassiliou, S., Moessner, K. (2022). Design, development, and evaluation of 5G-enabled vehicular services: The 5G-HEART perspective. Sensors, Vol. 22, No. 2: 426, 6 January 2022. DOI: 10.3390/s22020426.

32. Kakkavas, G., Karyotis, V., Papavassiliou, S. (2022). Topology inference and link parameter estimation based on end-to-end measurements. Future Internet, Vol. 14, No. 2: 45, 28 January 2022. DOI: 10.3390/fi14020045.

33. Khaleghi, A., Qadir, H., Lehne, P. H., Balasingham, I. (2022). Wireless capsule video endoscopy for population-based colon cancer screening using 5G network. Accepted for publication: The 16th European Conference on Antennas and Propagation (EuCAP), 27 March – 1 April 2022, Madrid. DOI: 10.23919/EuCAP53622.2022.9769195.

34. Kim, H. (2022). Demo: 5th Generation Health Aquaculture and Transport Validation Trials. In Proceedings: The 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 16-20 May 2022. DOI: 10.1109/ICCWorkshops53468.2022.9915025.

35. Noor-A-Rahim, M., Liu, Z., Lee, H., Omar Khyam, M., He, J., Pesch, D., Moessner, K., Saad, W., Vincent Poor, H. (2022). 6G for vehicle-to-everything (V2X) communications: Enabling technologies, challenges, and opportunities. Proceedings of the IEEE (Early Access), pp. 1-23, 20 May 2022. DOI: 10.1109/JPROC.2022.3173031.

36. Lu, M., Nagalur Subraveti, H., Ni, Y.-C., Wang, M. (2022). Smart intersection for CCAM services. In Proceedings: The 14th European Congress on Intelligent Transport Systems, 30 May – 1 June 2022, Toulouse.

37. Lu, M., Wissing, B., Ravesteijn, D., Pinola, J. (2022). Validation of 5G applications in the transport industry. In Proceedings: The 14th European Congress on Intelligent Transport Systems, 30 May – 1 June 2022, Toulouse.

38. Villien, C., Deparis, N., Mannoni, V., De Rivaz, S. (2022). Prediction of TOA-based localization accuracy using CRLB and 3D buildings with field trial validation. In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 7-10 June 2022, Grenoble. DOI: 10.1109/EuCNC/6GSummit54941.2022.9815596.

39. Uitto, M., Heikkinen, A. (2022). Evaluating 5G uplink performance in low latency video streaming. In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 7-10 June 2022, Grenoble. DOI: 10.1109/EuCNC/6GSummit54941.2022.9815703.

40. Brandsma, E., Huijgen, H., Gruijters, P., Gonzalez Tejeria, J. (2022). Addressing coverage concerns for direct-to-cloud wearables. In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 7-10 June 2022, Grenoble. DOI: 10.1109/EuCNC/6GSummit54941.2022.9815726.

41. Lu, M., Wissingh, B., Ravesteijn, D., Pinola, J., Vahid, S. (2022). 5G Applications in the Transport Vertical. In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 7-10 June 2022, Grenoble.

42. Kakkavas, G., Nyarko, K. N., Lahoud, C., Kuehnert, D., Kueffner, P., Gabriel, M., Diamanti, M., Karyotis, V., Moessner, K., Papavassiliou, S. (2022). Teleoperated support for remote driving over 5G mobile communications. In Proceedings: The 2nd IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 5-8 September 2022, Athens. DOI: 10.1109/MeditCom55741.2022.9928745.

43. Lu, M., Nagalur Subraveti, H. (2022). Design of traffic signal priority control strategy for C-ITS services. In Proceedings: 28th World Congress on Intelligent Transport Systems, 18-22 September 2022, Los Angeles.

44. Zhang, H., Toh, Y., Martin Soroa, I., Morris, D., Roukens, M.-P. (2022). Pre-hospital triage improvement for ambulances via 5G video and vital data communication. In Proceedings: IEEE Future Networks World Forum (FNWF), 12-14 October 2022, Montreal.

45. Wissingh, B., Ravesteijn, D., Schwartz, R. S. (2022). Validating 5G stand-alone slicing advantages through a real life mobility scenario. In Proceedings: IEEE Future Networks World Forum (FNWF), 12-14 October 2022, Montreal.

46. Baiyekusi, O., Lee, H., Moessner, K. (2022). ML-based estimation of the number of devices in industrial networks using unlicensed bands. In Proceedings: The 13th International Conference on ICT Convergence (ICTC), 19-21 October 2022, Jeju Island.

47. Abdulkareem, S. A., Foh, C. H., Lee, H., Carrez, F., Moessner, K. (2022). IoT network intrusion detection with ensemble learners. In Proceedings: The 13th International Conference on ICT Convergence (ICTC), 19-21 October 2022, Jeju Island.

48. Kim, H. (2022). Association of IoT devices using fuzzy c-means clustering and apriori algorithms. In Proceedings: The 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 20-22 October 2022, Denver.

50. Kakkavas, G., Diamanti, M., Nyarko, K. N., Gabriel, M., Karyotis, V., Moessner, K., Papavassiliou, S. (2022). Realistic field trial evaluation of a tele-operated support service for remote driving over 5G. In Proceedings: IEEE Conference on Standards for Communications and Networking (CSCN), 28-30 November 2022, Thessaloniki (hybrid).

49. Kim, H., Pinola, J., Apilo, O. (2022). 5G vertical use cases and trials of transportation. In Proceedings: The 32nd International Telecommunication Networks and Applications Conference (ITNAC), 30 November – 2 December 2022, Wellington (hybrid).

Other publications

1. Kaloxylos, A., Gavras, A., Camps Mur, D., Ghoraishi, M., Hrasnica, H. (Eds.) (2021). AI and ML – Enablers for beyond 5G networks. White Paper, Version 1.0, 11 May 2021. DOI: 10.5281/zenodo.4299895.

2. Markopoulos, I., Valcarenghi, L., Mesogiti, I., Taferner, M., Boleguin, P., Bouali, F., Tzanettis, K., Tzanettis, I., Hetzer, D., Känsälä, I., Grøndalen, O., Gavras, A., Kaloxylos, A., Katsaros, K., Lundh, P., Cattoni, A., Trichias, K. (2021). Service performance measurement methods over 5G experimental networks. White Paper, Version 1.0, 25 May 2021. DOI: 10.5281/zenodo.4748385.

3. Albers, T., Martin Soroa, I., Vonder, M. R. (2021). 5G Service Platform (5GSP): An innovative platform to expose new 5G features at internet API level. Position Paper, September 2021. [Online version available]

4. Hallingby, H. K., Fletcher, S., Frascolla, V., Gavras, A., Mesogiti, I., Parzysz, F. (Eds.) (2021). 5G ecosystems. White Paper, Version 1.0, 9 September 2021. DOI: 10.5281/zenodo.5094340.

6. Williamson, R., D’Aria. G., Li, R. (Eds.) (2021). 5G TDD uplink. NGMN White Paper, Version 1.0, 23 December 2021. [Online version available]

5. Gavras, A., Bulakci, Ö., Gramaglia, M., Iordache, M., Ghoraishi, M., Garcia, A., Cogalan, T., Gutiérrez, J., Tzanakaki, A., Warren, D., Li, X., Landi, G., Mangues, J., Tsagkaris, K., Frascolla, V., Lee, H. (Eds.) (2021). View on 5G architecture. White Paper, Version 4.0, 29 October 2021. DOI: 10.5281/zenodo.5155656.