Estimation of Lower Extremity Muscle Activity in Gait Using the Wearable Inertial Measurement Units and Neural Network.
Min KhantDarwin GouwandaAlpha Agape GopalaiKing Hann LimChee Choong FoongPublished in: Sensors (2023)
Keyphrases
- neural network
- lower extremity
- wearable sensors
- physical activity
- activity recognition
- wearable devices
- back propagation
- human activities
- augmented reality
- measurement error
- dynamic model
- inertial sensors
- gait analysis
- ambient intelligence
- artificial neural networks
- action potentials
- gesture recognition
- neural network is trained
- human gait
- extended kalman filter
- daily activities
- mobile robot
- human computer interaction
- angular velocity
- feed forward neural networks
- human recognition
- multilayer perceptron
- feed forward
- neural network model
- genetic algorithm