A sensor-free ISAC framework detects and estimates antenna tilt failures in 5G networks by monitoring systematic gain shifts in clutter heat maps using standard NR frame structures.
Ren, et al., ”RIS Beam Calibration for ISAC Systems: Modeling and Performance Analysis,” inIEEE Transactions on Wireless Communica- tions, Early Access, 2024
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Antenna Tilt Failure Detection and Estimation via Integrated Sensing and Communications
A sensor-free ISAC framework detects and estimates antenna tilt failures in 5G networks by monitoring systematic gain shifts in clutter heat maps using standard NR frame structures.