Research Project – Vital Sign Monitoring and Movement Tracking using Commodity-Off-The-Shelf Channel State Information

Page is WIP!!!

I’ve been working as a research assistant at the Technical University of Munich for the past two years. During this period, I worked on leveraging Channel State Information (CSI) from Commoditiy-Off-The-Shelf wireless devices to investigate respiratory and heart rate. (TLDR: getting your heart beat from your WiFi signal 🙂 )

built a framework for obtaining CSI, acceleration and ECG data from multiple different sources and evaluating it for vital signs in real-time. Additionally, I worked on classifying different movement types from WiFi signals using different machine learning approaches. A more in-depth description and the technical report can be found soon.