A CNN trained only on synthetic channel data successfully detects and estimates a UAV on real outdoor ISAC measurements, with detection probabilities of 0.48 to 0.55 and RMSE of 16 to 18 ns and 8 to 10 Hz.
Feasibility of Non-Line-of-Sight Integrated Sensing and Communication at mmWave,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.SP 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems
A CNN trained only on synthetic channel data successfully detects and estimates a UAV on real outdoor ISAC measurements, with detection probabilities of 0.48 to 0.55 and RMSE of 16 to 18 ns and 8 to 10 Hz.