6 papers
Frequency Matching in Spiking Neural Networks for mmWave Sensing
Di Yu, Zhenyu Liao, Changze Lv +7
Millimeter-wave (mmWave) sensing enables privacy-preserving, always-on edge perception, but its measurements are often sparse, temporally irregular, and corrupted by high-frequency…
Neuro-Wideband WiFi Sensing via Self-Conditioned CSI Extrapolation
Sijie Ji, Weiying Hou, Chenshu Wu
WiFi sensing has suffered from the limited bandwidths designated for its original communication purpose, leading to fundamental limits in multipath resolution and thus multi-user s…
CardioLive: Empowering Video Streaming with Online Cardiac Monitoring
Sheng Lyu, Ruiming Huang, Sijie Ji +3
Online Cardiac Monitoring (OCM) emerges as a compelling enhancement for the next-generation video streaming platforms. It enables various applications including remote health, onli…
NeurIT: Pushing the Limit of Neural Inertial Tracking for Indoor Robotic IoT
Xinzhe Zheng, Sijie Ji, Yipeng Pan +2
Inertial tracking is vital for robotic IoT and has gained popularity thanks to the ubiquity of low-cost inertial measurement units and deep learning-powered tracking algorithms. Ex…
USpeech: Ultrasound-Enhanced Speech with Minimal Human Effort via Cross-Modal Synthesis
Luca Jiang-Tao Yu, Running Zhao, Sijie Ji +2
Speech enhancement is crucial for ubiquitous human-computer interaction. Recently, ultrasound-based acoustic sensing has emerged as an attractive choice for speech enhancement beca…
MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM
Sijie Ji, Xinzhe Zheng, Jiawei Sun +3
Mental health disorders are among the most prevalent diseases worldwide, affecting nearly one in four people. Despite their widespread impact, the intervention rate remains below 2…