Towards an Inertial Sensor-Based Wearable Feedback System for Patients after Total Hip Arthroplasty: Validity and Applicability for Gait Classification with Gait Kinematics-Based Features.
Wolfgang TeuflBertram TaetzMarkus MiezalMichael LorenzJuliane PietschmannThomas JöllenbeckMichael FröhlichGabriele BleserPublished in: Sensors (2019)
Keyphrases
- gait features
- classification accuracy
- feature extraction
- feature vectors
- human recognition
- feature set
- gait recognition
- feature space
- classification method
- classification models
- wearable sensors
- support vector machine
- svm classifier
- human gait
- wearable devices
- feature analysis
- class labels
- gait analysis
- feature fusion
- human identification
- decision trees
- extracting features
- feature selection
- gender classification
- eeg signals
- joint angles
- extracted features
- support vector
- pattern classification
- training set
- intraoperative
- support vector machine svm
- gait patterns