Smartphone Placement Recognition during Walking: Performance Determinants and Real-World Generalizability
Paolo Tasca, G. Trentadue, Ellen E. Buckley, Shiaoxiong Sun, M. Long, Neil Ireson, Fabio Ciravegna, Vitaveska Lanfranchi, Andrea Cereatti
This paper develops and validates a classifier to recognize smartphone placement during walking, showing improved accuracy when aggregating pocket placements and highlighting performance variability across conditions.
bioRxiv · May 14, 2026 · PreprintBioengineering