Introducing our Doctoral Candidates
Today - DC05 - Zhaorui Yin - PoliMi
What is your research about?
My research focuses on Wireless Human Sensing and gesture recognition within the context of next-generation networks (like 6G). I am designing neural networks and signal-processing algorithms to transform wireless measurements (such as CSI) into reliable inference outputs. This includes detecting human presence, estimating poses, and recognizing activities with/without wearable devices.
Why is this research needed?
This research supports the development of Integrated Sensing and Communications (ISAC). By validating that cellular networks can perform high-precision sensing alongside communication, we can enable smart remote services. This is crucial for applications where cameras are privacy-invasive or impractical, providing a data-driven approach to understanding human interaction with the environment.
Where does your research take place?
I am hosted by the Politecnico di Milano (Italy) within the IoTLab. My work involves collaboration with international experts, including mentors Prof. Andre Kokkeler at the University of Twente (Netherlands) and Daniele Piazza at ADANT (Italy).
Who will benefit from this research?
This technology has the potential to impact Smart Homes and Remote Healthcare, where some products in relation to ai-wellness-sensor for e.g. fall detection and pose estimation are implemented. By enabling accurate remote sensing, we can improve safety systems, facilitate remote patient monitoring, and enhance smart building management.
When did your project start and when will it finish?
I started my PhD journey in September 2025 and am expected to complete my doctorate in 2028.
