Using Transparent Neural Networks and Wearable Inertial Sensors to Generate Physiologically-Relevant Insights for Gait.
Lin ZhouEric FischerClemens Markus BrahmsUrs GranacherBert ArnrichPublished in: ICMLA (2022)
Keyphrases
- inertial sensors
- neural network
- sensor fusion
- position and orientation
- joint angles
- motion tracking
- motion sequences
- artificial neural networks
- markerless
- extended kalman filter
- real time
- human body
- multilayer perceptron
- calibration method
- motion estimates
- human computer interaction
- back propagation
- activity recognition