A CNN-LSTM neural network for recognition of puffing in smoking episodes using wearable sensors
A CNN-LSTM neural network for recognition of puffing in smoking episodes using wearable sensors
V. Senyurek,M. Imtiaz,2 Authors,E. Sazonov
2020 · DOI: 10.1007/s13534-020-00147-8
Biomedical Engineering Letters · 38 Citations
TLDR
A novel algorithm for automatic detection of puffs in smoking episodes by using a combination of Respiratory Inductance Plethysmography and Inertial Measurement Unit sensors and CNN-LSTM based neural network architecture to sufficiently detect puffing episodes in free-living condition is proposed.