Your WiFi router is constantly monitoring the surrounding. You can analyze the channel state information to detect the location and even trajectory of people in their homes. The majority of these works leverage black box machine learning, which questions their reliability. In this thesis, you will be working on cutting-edge explanation methods [1] for Deep learning models.

Research objective: Explanation methods for WiFi Sensing

Expected gain of knowledge: Wireless communication, Explainable machine learning