Using machine learning to detect pedestrian locomotion from sensor-based data

• Main Authors: Ngo, Courtney Anne M., See, Solomon, Legaspi, Roberto
• Format: text
• Published: Animo Repository 2014
• Subjects: Inertial navigation systems; Motion; Spatial data mining; Databases and Information Systems
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/8418
• Institution: De La Salle University

The integration of low cost microelectromagnetic (MEM) sensors into smart phones have made inertial navigation systems (INS) possible for ubiquitous use. Many research studies developed algorithms to detect a user's steps, and to calculate a user's stride to know the position displacement...