Making a Case for Application of the Unsupervised PCA Algorithm for Simultaneous and Proportional Myoelectric Intention Estimation of Individual Fingers.
Muhammad Zahak JamalDong-Hyun LeeDong Jin HyunPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- estimation algorithm
- optimization algorithm
- k means
- principal component analysis
- cost function
- np hard
- dynamic programming
- worst case
- computational cost
- feature extraction
- estimation accuracy
- principal components
- simulated annealing
- computational complexity
- learning algorithm
- objective function
- preprocessing
- search space
- experimental evaluation
- linear programming
- input data
- expectation maximization
- computationally efficient
- support vector machine svm
- detection algorithm
- matching algorithm
- times faster
- recognition algorithm
- density estimation
- high accuracy
- probabilistic model
- clustering method
- optimal solution