The Identification of ECG Signals Using WT-UKF and IPSO-SVM.
Ning LiLonghui ZhuWentao MaYelin WangFuxing HeAixiang ZhengXiao-Ping ZhangPublished in: Sensors (2022)
Keyphrases
- ecg signals
- support vector machine svm
- support vector
- wavelet transform
- particle swarm optimization
- heart rate
- knn
- support vector machine
- svm classifier
- state estimation
- feature selection
- critical care
- electrical activity
- unscented kalman filter
- highly competitive
- artificial immune system
- particle swarm optimization pso
- kernel function
- particle filter
- feature space
- degrees of freedom
- pso algorithm
- basis functions
- classification algorithm
- heart rate variability
- power line
- neural network
- mit bih arrhythmia database