Methodology and validation for identifying gait type using machine learning on IMU data

Keyphrases

• Artificial Neural Network 100%
• Machine Learning 100%
• Angular Velocity 100%
• Artificial Neural Network Model 100%
• Inertial Measurement Unit 100%
• Healthy Adults 50%
• Treadmill 50%
• Ankle 50%
• Accelerometer 50%
• Constant Speed 50%
• Accelerometer Data 50%
• Velocity Information 50%
• Number of Steps 50%
• Athletic Training 50%
• Gyroscope 50%
• Neural Network Training 50%
• Type Identification 50%
• Activity Tracker 50%
• Acceleration Velocity 50%
• Rehabilitation Training 50%

Nursing and Health Professions

• Artificial Neural Network 100%
• Accelerometer 20%
• Wearables 20%

Neuroscience

• Artificial Neural Network 100%
• Angular Velocity 40%