Our article „Challenges in Automated Measurement of Pedestrian Dynamics” was published at DAIS 2022! In the article, we discuss challenges and some potential solutions to automated measurement of pedestrian movements via Wi-Fi while protecting privacy. The results come from learning the hard way: having run experiments extensively over the past years, we have gradually gained considerable insight in what is possible and what may lie ahead.