Research Article

A Deep Learning Approach for Table Tennis Forehand Stroke Evaluation System Using an IMU Sensor

Table 1

The experiment framework phases.

#PhaseDescriptions

1Hardware setupSelecting an appropriate sensor
The sensor placement, the sensor calibration
2Data acquisition [20]Participants characteristics
Defining data acquisition protocols
Labeling and scoring samples
3Preprocessing [17]Eliminating incomplete data
Time-series signals segmentation
Normalizing segmented signals
4ProcessingNetworks setup
Model parameters setup
Training and testing models
Computing performance metrics
Comparing models’ performances