Researchers at Incheon National University have developed the Multiple Spectrogram Fusion Network (MSF-Net), an Artificial Intelligence of Things (AIoT) framework aimed at enhancing smart home security through WiFi-based human activity recognition.
This AIoT solution utilises deep learning and multimodal frequency fusion to address the challenge of environmental interference, substantially improving recognition accuracy. Professor Gwanggil Jeon of the College of Information Technology at the university led the team behind this study.
AIoT combines Artificial Intelligence and the Internet of Things, enabling devices to process data and make decisions locally in real-time. This approach diverges from conventional IoT systems where data collection and processing…