Analytical Study on Raw CSI for Posture-Based Wi-Fi Sensing: Insights for Efficient Machine Learning Classifiers
Device-free posture recognition using WiFi Channel State Information (CSI) is attractive because it leverages existing infrastructure, preserves privacy, and captures rich propagation dynamics. Yet most work optimizes classifiers directly on CSI without first establishing which raw signal components and spatial factors...