A Classifier of Shoulder Movements for a Wearable EMG-Based Device.
Giuseppina GiniLisa MazzonSimone PontiggiaPaolo BellucoPublished in: J. Medical Robotics Res. (2017)
Keyphrases
- wearable devices
- physical activity
- learning algorithm
- cellular phone
- feature set
- feature selection
- low cost
- multiple classifiers
- classification scheme
- support vector machine
- sensor networks
- training data
- classifier systems
- activity recognition
- class labels
- classification method
- support vector
- augmented reality
- input device
- training samples
- decision trees
- data sets
- heart rate
- classifier ensemble
- learning classifier systems
- classification rate
- ubiquitous computing
- classification algorithm
- svm classifier
- context aware
- multi class
- hidden markov models