Inertial sensor-based movement classification with dimension reduction based on feature aggregation

• Published in: IEEE International Symposium on Computational Intelligence and Informatics pp. 000113 - 000118
• Main Authors: Sarcevic, Peter, Sarosi, Jozsef, Csik, Dominik, Odry, Akos
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.11.2022
• Subjects: dimension reduction; feature aggregation; feature extraction; inertial sensors; movement recognition

In this paper, a novel feature aggregation method is proposed for dimension reduction in inertial sensor-based pattern recognition applications. The method is utilized in a movement classification algorithm, which applies measurements of wearable sensor units attached to the wrists of the subjects....