Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors.
Ganesh R. NaikGita PendharkarHung T. NguyenPublished in: EMBC (2016)
Keyphrases
- automatic identification
- lower extremity
- principal component analysis
- feature extraction
- principal components analysis
- sensor networks
- wavelet coefficients
- wavelet transform
- denoising
- sensor data
- inertial sensors
- inertial measurement unit
- data fusion
- principal components
- multiscale
- multiresolution
- gait patterns
- face recognition
- multi sensor
- degrees of freedom
- independent component analysis
- dimensionality reduction
- gesture recognition
- sensor fusion
- activity recognition
- face images
- humanoid robot
- joint space
- feature space
- computer vision