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Mohammad Rehan is a Doctoral Researcher at EURECOM, France, under the 6G-TERRAIN Marie Sklodowska-Curie Actions Doctoral Network (MSCA-DN)project. His PhD topic, “On sensing capabilities of gNB FR2 towards optimized beamforming in an end-to-end system,”
aims to design sensing-based mechanisms for autonomous and efficient beam tracking that minimize scanning overhead while maximizing the SNR at both the UEs and the gNB. His work explores the integration of sensing capabilities into mmWave gNBs, leveraging transversal technologies such as computer vision to reduce beam tracking overhead. The research employs DL, RNNs, and DRL to fuse visual and radio-based sensing for adaptive beam management in both LoS and NLoS conditions. The developed algorithms will be further validated in an end-to-end testbed using OpenAirInterface (OAI).
Before joining EURECOM, he worked on the project “Active RIS-Assisted Satellite Communication Systems” at Indian Institute of Science (IISc) Bengaluru, where he contributed to the design of joint transmit and reflect beamforming to maximize sum-rate performance for multiuser MISO systems under power constraints at the satellite and active RIS. He earned his M.Tech in Communication & Information Systems from Aligarh Muslim University (AMU), Aligarh, India, where he graduated first in his class. His M.Tech thesis, titled “Spectral and Energy Efficiency Performance of Massive MIMO-OFDM Systems,” focused on investigating methodologies to enhance spectral and energy efficiency in massive MIMO systems His main research interests include 6G FR2 beamforming with multi-sensing integration, AI and vision-assisted beam management, RIS, Massive MIMO systems and ML for wireless communications