2 papers
cs.NI2026
WiNeRF: Measurement Constrained Radiance Fields for Actionable Wireless Channel Modeling
Saif Ur Rahman, Rafid Umayer Murshed, Anton Dmitriev +3
Wireless embedded systems increasingly rely on wireless channel information for decision making, yet practical platforms operate under severe constraints, including few antennas, n…
cs.LG2026
Physics-Unrolled Neural Operator for Wireless Field Modeling
Rafid Umayer Murshed, Saif Ur Rahman, Mingyue Tang +1
Radio maps are essential for wireless decision-making tasks such as access-point placement, coverage planning, and localization, but their fine spatial details are governed by comp…