Anticipating Spectrogram Classification Error With Combinatorial Coverage Metrics

• Published in: 2023 IEEE Cognitive Communications for Aerospace Applications Workshop (CCAAW) pp. 1 - 6
• Main Authors: Cody, Tyler, Freeman, Laura
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.06.2023
• Subjects: Cognitive radio; combinatorial coverage; combinatorial testing; Communication systems; Conferences; Correlation; Machine learning; Measurement; Noise reduction; spectrogram classification

Recently, combinatorial interaction testing (CIT) has been applied to machine learning. Recent results demonstrate that combinatorial coverage metrics can correlate with classification error. However, these methods have not been applied to the area of cognitive communications. In this paper, we show...