Fig. 3From: Exploiting temporal and nonstationary features in breathing sound analysis for multiple obstructive sleep apnea severity classificationFeature extraction and classification based on nonstationary analysis. Statistical cyclostationary properties were extracted using the mean cyclic spectral density (CSD) and the non-negative matrix factorization (NMF) for dimension reductionBack to article page