AIBullisharXiv – CS AI · 7h ago6/10
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WISE-HAR: A Generalizable Ensemble Deep Learning Framework for WiFi-Based Human Activity Recognition
Researchers present WISE-HAR, an ensemble deep learning framework that recognizes human activities using WiFi signals with 94.87% accuracy. The approach combines five CNN architectures with aggressive data augmentation and demonstrates strong cross-scenario generalization, positioning WiFi-based activity recognition as a practical, privacy-preserving alternative to camera and wearable-based systems.