Publications

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47 entries « 1 of 3 »
1.

Song, R.; Liang, C.; Cao, H.; Yan, Z.; Zimmer, W.; Gross, M.; Festag, A.; Knoll, A.

Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles Proceedings Article

In: 2024 Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2024.

Abstract | Links | BibTeX | Tags: Intelligent Transport Systems, perception, sensor data sharing

2.

Bazzi, A.; Sepulcre, M.; Delooz, Q.; Festag, A.; Vogt, J.; Wieker, H.; Berens, F.; Spaanderman, P.

Multi-Channel Operation for the Release 2 of ETSI Cooperative Intelligent Transport Systems Journal Article

In: IEEE Communications Standards Magazine, 2023.

Abstract | BibTeX | Tags: Cooperative ITS, Intelligent Transport Systems, Multi-channel operation, V2X communication

3.

Song, R.; Zhou, L.; Lyu, L.; Festag, A.; Knoll, A.

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

In: IEEE Internet of Things Journal, 2023.

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

4.

Zhou, L.; Song, R.; Chen, G.; Festag, A.; Knoll, A.

Residual Encoding Framework to Compress DNN Parameters for Fast Transfer Journal Article

In: Knowledge-Based Systems, vol. 277, pp. 110815, 2023, ISSN: 0950-7051.

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

5.

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

Radio Resource Allocation in 5G-NR V2X: A Multi-Agent Actor-Critic Based Approach Journal Article

In: IEEE Access, vol. 11, pp. 87225-87244, 2023.

Abstract | Links | BibTeX | Tags: Cellular V2X, Cooperative ITS, Intelligent Transport Systems, machine learning, V2X communication

6.

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

7.

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

8.

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

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

In: International Joint Conference on Neural Networks (IJCNN 2023) Workshop on Collaborative Perception and Learning, London, UK, 2023.

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

9.

Bauder, M.; Festag, A.; Kubjatko, T.; Schweiger, H. -G.

Data Accuracy in Vehicle-to-X Cooperative Awareness Messages: An Experimental Study for the First Commercial Deployment of C-ITS in Europe Journal Article

In: Social Science Research Network (SSRN), pp. 31, 2023.

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

10.

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: IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 958-969, 2023.

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

11.

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: IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 958-969, 2023.

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

12.

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

13.

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

14.

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

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

15.

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

16.

Song, R.; Zhou, L.; Lyu, L.; Festag, A.; Knoll, A.

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

17.

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

18.

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

19.

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

20.

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

47 entries « 1 of 3 »