Parameter optimization of motion artifact canceling PPG-based heart rate sensor by means of cross validation.
Shinsuke HaraTakunori ShimazakiHiroyuki OkuhataHajime NakamuraTakashi KawabataKai CaiTomohito TakuboPublished in: ISMICT (2017)
Keyphrases
- heart rate
- cross validation
- parameter optimization
- hyperparameters
- model selection
- grid search
- blood pressure
- parameter estimation
- support vector
- training set
- random search
- differential evolution
- support vector machine
- genetic algorithm ga
- feature selection
- ecg signals
- optical flow
- genetic algorithm
- real time
- pid controller
- sensor data
- noise level
- neural network