LUC24141

Czech

Maršálek Roman, prof. Ing., Ph.D. - principal person responsible

Department of Radio Electronics
- responsible department (29.1.2024 - not assigned)
Department of Radio Electronics
- beneficiary (29.1.2024 - not assigned)

ALI, M.; MARŠÁLEK, R. Evaluating Anomaly Detection Techniques in Industrial Environments: A Comparative Analysis of Autoencoders, Deep SVDD, and Supervised 2D CNNs. IEEE Access, 2025, vol. 13, no. December 2025, p. 218044-218054.
Detail

SLOBODA, Š.; MARŠÁLEK, R.; ŠIMKA, M.; KUFA, J.; POLÁK, L. Angle of Arrival estimation - Sionna ray tracing versus real-world measurements. In International Congress on Ultra Modern Telecommunications and Control Systems and Workshops. 2025. p. 195-198. ISBN: 978-3-8007-6544-7.
Detail

BLUMENSTEIN, J.; ZUGNO, T.; BOBAN, M. Second Order Statistics of Sub-THz Communications and Sensing Channels. In 19th European Conference on Antennas and Propagation (EuCAP). 2025. p. 1-5. ISBN: 978-88-31299-10-7.
Detail

POLÁK, L.; TURÁK, S.; ŠOTNER, R.; KUFA, J.; MARŠÁLEK, R.; DHAKA, A. Exploring Deep Learning Architectures for RF Signal Classification. In 35th International Conference Radioelektronika. 1. Brno: IEEE, 2025. p. 1-6. ISBN: 979-8-3315-4447-8.
Detail

ALI, M.; MARŠÁLEK, R. Enhancing People Counting in Cluttered Environments Using mm-Wave Radar, LSTM, and Ensemble Learning. In proceedings of IEEE 21st International Conference on Factory Communication Systems (WFCS). Rostock, Germany: IEEE, 2025. 7 p. ISBN: 979-8-3315-3006-8.
Detail

MARŠÁLEK, R.; ALI, M.; BLUMENSTEIN, J.; VYCHODIL, J.; MIKULÁŠEK, T. Získáváni informací o pohybu a aktivitách osob z rádiových komunikačních signálů v pásmu milimetrových vln. 2024. 4 s.
Detail

BLUMENSTEIN, J.; ZUGNO, T.; BOBAN, M. Second Order Statistics of Sub-THz Communications and Sensing Channels. In Eucap 2025 19th European Conference on Antennas and Propagation. Institute of Electrical and Electronics Engineers Inc., 2025. p. 1-5. ISBN: 9788831299107.
Detail

ALI, M.; MARŠÁLEK, R. Deep Learning-Based Human Activity Classification with OTFS Radar and Attention Enhanced LSTM Networks. In 2025 28th International Symposium on Wireless Personal Multimedia Communications (WPMC). Sofia, Bulgaria: IEEE, 2025. 6 p. ISBN: 979-8-3315-9128-1.
Detail

Responsibility: Maršálek Roman, prof. Ing., Ph.D.