| 6G white paper on machine learning in wireless communication networks S Ali, W Saad, N Rajatheva, K Chang, D Steinbach, B Sliwa, C Wietfeld, ... arXiv preprint arXiv:2004.13875, 2020 | 199 | 2020 |
| V2X in 3GPP standardization: NR sidelink in release-16 and beyond M Harounabadi, DM Soleymani, S Bhadauria, M Leyh, E Roth-Mandutz IEEE Communications Standards Magazine 5 (1), 12-21, 2021 | 119 | 2021 |
| White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020 A Samad, W Saad, R Nandana, C Kapseok, D Steinbach, B Sliwa, ... University of Oulu, 2020 | 43 | 2020 |
| Nr sidelink control message design DM SOLEYMANI, KSH HUSSEIN, E Roth-Mandutz, S BHADAURIA, ... US Patent App. 17/666,040, 2022 | 17 | 2022 |
| Deep reinforcement learning based congestion control for V2X communication M Roshdi, S Bhadauria, K Hassan, G Fischer 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 15 | 2021 |
| Proximity awareness in sidelink communications E Roth-Mandutz, KSH HUSSEIN, S BHADAURIA, L Martin US Patent App. 17/240,722, 2021 | 12 | 2021 |
| Method and Apparatus for Congestion Control in a Telecommunications Network K Hassan, S Bhadauria, E Roth-Mandutz, L Martin US Patent App. 17/299,566, 2022 | 9 | 2022 |
| QoS based deep reinforcement learning for V2X resource allocation S Bhadauria, Z Shabbir, E Roth-Mandutz, G Fischer 2020 IEEE international Black Sea conference on communications and …, 2020 | 9 | 2020 |
| Sidelink resource pool/bwp allocation based on qos RM Elke, KSH HUSSEIN, S BHADAURIA, L Martin US Patent App. 17/302,197, 2021 | 8 | 2021 |
| A deep reinforcement learning: Location-based resource allocation for congested C-V2X scenario S Bhadauria, S Vasan, M Roshdi, E Roth-Mandutz, G Fischer 2021 IEEE 12th Annual Information Technology, Electronics and Mobile …, 2021 | 6 | 2021 |
| Radio resource management to enhance reliability in mobility scenarios KS Hassan, DM SOLEYMANI, L Martin, S Bhadauria, E Roth-Mandutz US Patent App. 17/568,457, 2022 | 4 | 2022 |
| Drx alignment for the sidelink DM SOLEYMANI, L Martin, E Roth-Mandutz, S Bhadauria, ... US Patent App. 18/155,557, 2023 | 3 | 2023 |
| Enhanced Quality of Service for V2X E Roth-Mandutz, KSH HUSSEIN, S BHADAURIA, L Martin US Patent App. 17/009,614, 2020 | 3 | 2020 |
| Energy-efficient autonomous resource selection for nr v2x sidelink communication DM SOLEYMANI, L Martin, E Roth-Mandutz, S Bhadauria, ... US Patent App. 18/066,504, 2023 | 2 | 2023 |
| Energy-efficient adaptive partial sensing for sidelink communication DM SOLEYMANI, L Martin, E Roth-Mandutz, S Bhadauria, ... US Patent App. 17/951,989, 2023 | 2 | 2023 |
| Method for managing sidelink resources KSH HUSSEIN, E Roth-Mandutz, S BHADAURIA, H Thomas, L Martin US Patent App. 17/203,659, 2021 | 2 | 2021 |
| NR Sidelink Relaying M Harounabadi, L Martin, E Roth-Mandutz, S Bhadauria, ... US Patent App. 18/160,916, 2023 | 1 | 2023 |
| QoS based Multi-Agent vs. Single-Agent Deep Reinforcement Learning for V2X Resource Allocation S Bhadauria, L Ravichandran, E Roth-Mandutz, G Fischer 2021 IEEE Symposium On Future Telecommunication Technologies (SOFTT), 39-45, 2021 | 1 | 2021 |
| Enhanced exceptional pool design for NR V2X sidelink S Bhadauria, D Mohammad Soleymani, E Roth-Mandutz, ... | 1 | 2021 |
| Method and apparatus for zone adaptation in a network E Roth-Mandutz, KS Hassan Hussein, M Leyh, S Bhadauria, ... | 1 | 2020 |
