no code implementations • 5 Jun 2019 • Behnam Sherafat, Abbas Rashidi, Yong-Cheol Lee, Changbum R. Ahn
To address the issue, we utilized a data fusion approach: This approach is based on collecting audio and kinematic data, and includes the following steps: 1) recording audio and kinematic data generated by machines, 2) preprocessing data, 3) extracting time- and frequency-domain-features, 4) feature-fusion, and 5) categorizing activities using a machine-learning algorithm.