← Theses

Feeling the Room: A Practical Study on WiFi-based Occupancy Detection

BA Simon Sigg · Bachelor's thesis, University of St. Gallen · May 2026

Advisors: Bruno Rodrigues, Karim Khamaisi

Figure from the thesis: Feeling the Room: A Practical Study on WiFi-based Occupancy Detection

Abstract

WiFi sensing offers a privacy-respecting alternative to cameras and wearable devices for indoor occupancy and localization, since every commodity WiFi chip already estimates the per-subcarrier Channel State Information (CSI) that summarizes how its packets have propagated through the environment. However, a decade of laboratory results has left it unclear how such systems behave on commodity hardware in realistic rooms when no labeled per-site training data is available.