CellSense integrates ISAC into the 5G protocol stack for sub-6 GHz passive sensing, reporting 74-94% detection probability and 0.33-1.43 m localization error in simulations plus 76% detection and 1.28 m accuracy in cluttered hardware tests.
From concept to reality: 5G positioning with open-source implementation of UL-TDoA in OpenAir- Interface
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TDoA-based self-supervised channel charting with NLoS mitigation and UE displacement achieves 2-4 meter accuracy in 90% of cases in a real 5G testbed, outperforming prior semi- and self-supervised methods.
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CellSense: A Sub-6 GHz Cellular ISAC System for Clutter-Robust Passive Sensing
CellSense integrates ISAC into the 5G protocol stack for sub-6 GHz passive sensing, reporting 74-94% detection probability and 0.33-1.43 m localization error in simulations plus 76% detection and 1.28 m accuracy in cluttered hardware tests.