Subject-Independent Continuous Estimation of sEMG-Based Joint Angles Using Both Multisource Domain Adaptation and BP Neural Network.
He LiShuxiang GuoHanze WangDongdong BuPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- domain adaptation
- bp neural network
- multiple sources
- multi source
- back propagation
- fault diagnosis
- neural network
- joint angles
- artificial neural networks
- data sources
- neural network model
- prediction model
- cross domain
- data fusion
- target domain
- inverse kinematics
- semi supervised
- labeled data
- particle swarm optimization
- transfer learning
- degrees of freedom
- optimization algorithm
- human body
- databases