Dr.-Ing. Parmida Geranmayeh
- Machine Learning für drahtlose Kommunikationssysteme
- Beamforming und Antennenoptimierung
- 5G/6G Mobilfunknetze und mmWave-Kommunikation
- Optimierungsmethoden und Game Theory
- Signalverarbeitung und MIMO-Systeme
- P. Geranmayeh, E. Grass,
“Machine Learning Based Beam Selection for Maximizing Wireless Network Capacity,” IEEE Access, 2024 - P. Geranmayeh, E. Grass,
“Optimization of Beamforming and Transmit Power using DQN and Comparison with Traditional Techniques,” IEEE Access, 2025 - P. Geranmayeh, E. Grass,
“Reinforcement Learning Based Antenna Beam Selection for Wireless Communications in Urban Environments,” Wireless Personal Communications, Springer, 2025 - Z. Rashidi, V. Hakami, P. Geranmayeh, S. Rajaee,
“Distributed content placement in cache-enabled small cell networks with incomplete information,” Neural Computing and Applications, 2022 - P. Geranmayeh, E. Grass,
“Efficient Beam Selection for Increased Overall Wireless Network Capacity,” ICCNT 2024 - P. Geranmayeh, E. Grass,
“Impact of Patch Array Antenna Size and Beampattern on Wireless Network Capacity,” ASIANComNet 2024 - P. Geranmayeh, E. Grass,
“Comparison of Optimization Techniques and Machine Learning Methods for Optimized Beamforming in Wireless Networks,” APWC 2024 - P. Geranmayeh, E. Grass,
“Neural Networks for Predicting the Optimal Beamforming Angles,” ICAIIC 2024 - P. Geranmayeh, E. Grass,
“Enhancing mmWave Wireless Network Capacity through Machine Learning,” IEEE Future Networks World Forum, 2024 - P. Geranmayeh, E. Grass,
“Comparative Analysis of Optimization and Machine Learning Methods,” VDE ITG Fachtagung Mobilkommunikation, 2025 - P. Geranmayeh, E. Grass,
“Optimizing Beamforming and Transmission Power for Improving mmWave Wireless Network Performance,” AI-SI 2025 - P. Geranmayeh, E. Grass,
“Optimization of Wireless Network Capacity Using Detailed Room Model,” eingereicht, 2025
- “Investigation of Optimization Techniques for Resource Allocation in Wireless Networks,” Dissertation, 2025, Berlin
- “Optimizing Beamforming and Transmission Power for Improving mmWave Wireless Network Performance,” AI-SI 2025, Kuala Lumpur
Beitrag beim „Informatik GONG SHOW“ im Rahmen des Computer Science Day 2024 am Humboldt University of Berlin, 2024, Berlin
Weitere Vorträge auf internationalen IEEE-Konferenzen (2023–2025), u. a.:
- ICCNT 2024, Madrid
- ASIANComNet 2024, Bangkok
- APWC 2024, Lissabon
- ICAIIC 2024, Osaka
- IEEE Future Networks World Forum 2024, Dubai
- VDE ITG Mobilkommunikation 2025, Osnabrück
- Best Presenter Award, IEEE International Conference on Artificial Intelligence for Sustainable Innovation (AI-SI 2025), Kuala Lumpur, Malaysia
- Reviewer für die Fachzeitschrift Physical Communication (Elsevier), 2025
- Session Chair, IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), 2024
- Promotionsstipendium der Deutsche Forschungsgemeinschaft (DFG)
- Government Scholarship (B.Sc. und M.Sc.)
- Erster Platz im M.Sc.-Studium
- Auszeichnung beim 19. Schüler-Physikwettbewerb (1. Preis)
- Teaching Assistant im Bereich Programmierung
- Unterstützung von Lehrveranstaltungen in den Bereichen Grundlagen und fortgeschrittene Programmierung
- Seit 02/2026
Wissenschaftliche Mitarbeiterin an der Fakultät für Elektrotechnik und Informationstechnik der Technische Universität Dortmund - 07/2022 - 10/2025
Wissenschaftliche Mitarbeiterin am Institut für Informatik der Humboldt University of Berlin (Doktorandin) - 10/2018 - 09/2020
Studium Information Technology Engineering (M.Sc.), Iran University of Science and Technology - 09/2014 - 09/2018
Studium Computer Engineering (B.Sc.), Iran University of Science and Technology