| Modified Type II Control State Information Reporting W Zirwas US Patent App. 18/425,682, 2024 | | 2024 |
| Enhancement of Data Map of Objects Via Object Specific Radio Frequency Parameters W Zirwas, BV BOAS, O Barbu, Z Li, LGU Garcia, IZ Kjovacs, MM Butt US Patent App. 18/288,253, 2024 | | 2024 |
| Channel State Information Reporting R Luca, W Zirwas, MK Shehzad US Patent App. 18/493,887, 2024 | | 2024 |
| Signalling support for split ml-assistance between next generation random access networks and user equipment IZ Kovács, TM Veijalainen, W Zirwas, N Hathiramani US Patent App. 18/547,496, 2024 | | 2024 |
| Devices, methods and apparatuses for channel prediction W Zirwas, BV BOAS US Patent App. 18/472,004, 2024 | | 2024 |
| Reception of Chirp Signals B Panzner, W Zirwas US Patent App. 18/271,502, 2024 | | 2024 |
| Methods and apparatuses for testing user equipment (ue) machine learning-assisted radio resource management (rrm) functionalities IZ Kovács, TM Veijalainen, W Zirwas, N Hathiramani, HT Höhne US Patent App. 18/259,132, 2024 | | 2024 |
| Channel Estimation Using Machine Learning W Zirwas, BV BOAS, Z Li, AMA Tehrani, O Barbu US Patent App. 18/267,138, 2024 | | 2024 |
| Start Stop Bit Method for Efficient Data Communication in 6G Mobile Radio Systems W Zirwas, B Panzner, R Sivasivaganesan, BV Boas, LA Suárez arXiv preprint arXiv:2402.04187, 2024 | | 2024 |
| Massive MIMO antenna array W Zirwas, RS Ganesan, B Panzner US Patent 11,888,553, 2024 | | 2024 |
| Machine learning based channel prediction for NR Type II CSI reporting BV Boas, W Zirwas, M Haardt ICC 2023-IEEE International Conference on Communications, 4967-4972, 2023 | 1 | 2023 |
| Ambiguity Subspace Resolution for Digital Twin Parameter Estimation W Zirwas, BV Boas, L Thiele 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | | 2023 |
| Multiple channel CSI recreation W Zirwas, BV BOAS, A Prasad US Patent 11,627,020, 2023 | | 2023 |
| Deep-large: Higher-order svd and deep learning for model order selection in mimo ofdm systems BV Boas, W Zirwas, M Haardt WSA & SCC 2023; 26th International ITG Workshop on Smart Antennas and 13th …, 2023 | 1 | 2023 |
| Precoding tracking for cell free massive mimo W Zirwas, M Enescu US Patent App. 17/757,217, 2023 | 3 | 2023 |
| Efficient beam management for wireless networks W Zirwas, M Enescu, Y Yuk, RS Ganesan US Patent App. 17/756,024, 2022 | 2 | 2022 |
| Exploration data for network optimization TM Veijalainen, JMJ Moilanen, IZ Kovács, W Zirwas, T Henttonen US Patent App. 17/755,137, 2022 | 1 | 2022 |
| Providing producer node machine learning based assistance I Kovács, J Moilanen, W Zirwas, T Henttonen, T Veijalainen, LU GARCIA, ... US Patent App. 17/764,891, 2022 | 4 | 2022 |
| Compression of tap location information for time domain explicit channel state information feedback in new radio R Ahmed, T Wild, KSJ Laddu, M Enescu, MAO Xiaomao, W Zirwas, ... US Patent 11,469,809, 2022 | 3 | 2022 |
| Synchronizing TSN master clocks in wireless networks RS Ganesan, W Zirwas, B Panzner US Patent 11,470,568, 2022 | 4 | 2022 |
