PCA-Driven Adaptive Sensor Triage for Edge AI Inference

Ankit Hemant Lade, Sai Krishna Jasti, Nikhil Sinha +2

Multi-channel sensor networks in industrial IoT often exceed available bandwidth. We propose PCA-Triage, a streaming algorithm that converts incremental PCA loadings into proportio…