Long-Term Polysomnography Validation Using 60 GHz mmWave Radar in Clinical Trials

Automating obstructive sleep apnea diagnosis at home without overnight hospital laboratory visits.

Apnea-Hypopnea Index (AHI) Extraction

Algorithms detect central and obstructive cessation of chest breathing movements, calculating diagnostic AHI scores that match gold-standard laboratory polysomnography with 94.2% agreement.

Sleep Stage Classification via Autonomous Motion Analytics

Tracking micro-body fidgeting and respiratory variability classifies sleep cycles into REM, Light, and Deep sleep stages with high clinical reliability.

Clinical Trial Benchmark

Across 180 patients tested over 30 days, contactless radar sleep staging achieved diagnostic parity with hospital wired EEG/ECG sleep labs.

浏览域名