Publications

136 entries « 1 of 7 »
1.

Song, R.; Lyu, L.; Jiang, W.; Festag, A.; Knoll, A.

V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection Journal Article

In: arXiv, 2023, (arXiv preprint arXiv:2305.11654).

Abstract | Links | BibTeX | Tags: client selection, federated learning, Intelligent Transport Systems

2.

Song, R.; Liu, D.; Chen, D. Z.; Festag, A.; Trinitis, C.; Schulz, M.; Knoll, A.

Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments Proceedings Article

In: International Joint Conference on Neural Networks (IJCNN 2023), Queensland, Australia, 2023.

Abstract | Links | BibTeX | Tags: federated learning, Intelligent Transport Systems

3.

Song, R.; Xu, R.; Festag, A.; Ma, J.; Knoll, A

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems Journal Article

In: arXiv, 2023, (arXiv preprint arXiv:2304.01534).

Abstract | Links | BibTeX | Tags: federated learning, Intelligent Transport Systems

4.

Delooz, Q.; Festag, A.; Vinel, A.; Lobo, S.

Simulation-Based Performance Optimization of V2X Collective Perception by Adaptive Object Filtering Proceedings Article

In: IEEE Intelligent Vehicles Symposium (IV), Anchorage, Alaska, US, 2023.

Abstract | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

5.

Hegde, A.; Lobo, S.; Festag, A.

Cellular-V2X for Vulnerable Road User Protection in Cooperative ITS Proceedings Article

In: 2022 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Thessaloniki, Greece, 2023.

Abstract | Links | BibTeX | Tags: Intelligent Transport Systems, safety, V2X communication, vulnerable road users

6.

Delooz, Quentin; Vinel, Alexey; Festag, Andreas

Optimizing the Channel Resource Usage for Sensor Data Sharing with V2X Communications Journal Article

In: at – Automatisierungstechnik, vol. 71, no. 4, pp. 311-317, 2023.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

7.

Song, Rui; Zhou, Liguo; Lyu, Lingjuan; Festag, Andreas; Knoll, Alois

ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals Journal Article

In: arXiv, 2022, (arXiv:2212.05602 [cs.LG]).

Abstract | Links | BibTeX | Tags: federated learning, Intelligent Transport Systems

8.

Hegde, A.; Delooz, Q.; Mariyaklla, C. L.; Festag, A.; Klingler, F.

Radio Resource Allocation for Collective Perception in 5G-NR Vehicle-to-X Communication Systems Proceedings Article

In: IEEE Wireless Communications and Networking Conference (WCNC 2023), Glasgow, UK, 2022.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

9.

Maksimovski, D.; Facchi, C.; Festag, A.

Cooperative Driving: Research on Generic Decentralized Maneuver Coordination for Connected and Automated Vehicles Book Section

In: Klein, Cornel; Jarke, Matthias; Helfert, Markus; Berns, Karsten; Gusikhin, Oleg (Ed.): Smart Cities, Green Technologies, and Intelligent Transport Systems, pp. 348–370, Springer International Publishing, Cham, 2022.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, maneuver coordination, V2X communication, vehicle automation

10.

Hegde, A.; Lobos, S.; Festag, A.

Cellular-V2X for Vulnerable Road User Protection in Cooperative ITS Proceedings Article

In: WiMob, Thessaloniki, Greece, 2022.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

11.

Lobo, S.; Festag, A.; Facchi, C.

Enhancing the Safety of Vulnerable Road Users: Messaging Protocols for V2X Communication Proceedings Article

In: IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London UK and Beijing, China, 2022.

Abstract | Links | BibTeX | Tags: Intelligent Transport Systems, safety, V2X communication, vulnerable road users

12.

Song, R.; Zhou, L.; Lakshminarasimhan, V.; Festag, A.; Knoll, A.

Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS Proceedings Article

In: IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3502-3508, Macau, China, 2022.

Abstract | Links | BibTeX | Tags: federated learning, Intelligent Transport Systems

13.

Delooz, Q.; Willecke, A.; Garlichs, K.; Hagau, A. -C.; Wolf, L.; Vinel, A.; Festag, A.

Analysis and Evaluation of Information Redundancy Mitigation for V2X Collective Perception Journal Article

In: IEEE Access, vol. 10, pp. 47076-47093, 2022.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

14.

Song, R.; Hegde, A.; Senel, N.; Festag, A.

Edge-Aided Sensor Data Sharing in Vehicular Communication Networks Proceedings Article

In: IEEE Vehicular Technology Conference (VTC-Spring), pp. 8, Helsinki, Finland, 2022.

Abstract | Links | BibTeX | Tags: Cooperative ITS, cooperative perception, Intelligent Transport Systems, sensor data sharing, vehicular communication

15.

Festag, A.; Udupa, S.; Garcia, L.; Wellens, R.; Hecht, M.; Ulfig, P.

End-to-End Performance Measurements of Drone Communications in 5G Cellular Networks Proceedings Article

In: IEEE Vehicular Technology Conference (VTC-Fall), pp. 6, Virtual, 2021.

Abstract | Links | BibTeX | Tags: drones, measurements, mobile communication, wireless communication

16.

Maksimovski, D.; Facchi, C.; Festag, A.

Priority Maneuver (PriMa) Coordination for Connected and Automated Vehicles Proceedings Article

In: IEEE International Intelligent Transportation Systems Conference (ITSC), Virtual, 2021.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, maneuver coordination, V2X communication, vehicle automation

17.

Delooz, Q.; Festag, A.; Vinel, A.

Congestion Aware Objects Filtering for Collective Perception Proceedings Article

In: 16th International Workshop on Communication Technologies for Vehicles (Nets4Cars), colocated with International Conference on Networked Systems 2021(NetSys 2021), published in Electronic Communications of the EASST, Virtual, 2021, (Vol. 80).

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

18.

Song, R.; Festag, A.

Analysis of Existing Approaches for Information Sharing in Cooperative Intelligent Transport Systems – V2X Messaging and SENSORIS Proceedings Article

In: FISITA World Congress, Virtual, 2021.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

19.

Hegde, A.; Stahl, R.; Lobo, S.; Festag, A.

Modeling Cellular Network Infrastructure in SUMO Proceedings Article

In: SUMO User Conference, Virtual, 2021.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, modeling, simulation, V2X communication

20.

Volk, G.; Delooz, Q.; Schiegg, F. A.; vonBernuth, A.; Festag, A.; Bringmann, O.

Towards Realistic Evaluation of Collective Perception for Connected and Automated Driving Proceedings Article

In: IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 1049-1056, Virtual, 2021.

Abstract | Links | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, sensor data sharing, V2X communication

136 entries « 1 of 7 »