Human activities recognition of the aged

• Main Author: Neo, Jerryl Kai Wen
• Other Authors: Soh Yeng Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167204
• Institution: Nanyang Technological University

This final year project report presents two separate Human Activity Recognition (HAR) systems for monitoring elderly individuals: (1) based on sound and (2) based on smartphone sensors (accelerometer and gyroscope). The sound-based HAR leverages critical sound patterns of everyday activities and obj...