Design Flow of Wireless Body Sensor Network for Human Activity Classification using Long Short-Term Memory (LSTM) Neural Network.
Saumya GuptaBoyang WangWon-Jae YiJafar SaniiePublished in: EIT (2020)
Keyphrases
- sensor networks
- sensor data
- human activities
- recurrent neural networks
- neural network
- long short term memory
- sensor readings
- wireless sensor networks
- visual sensor networks
- environmental monitoring
- base station
- human activity recognition
- network connectivity
- data gathering
- resource constrained
- genetic algorithm
- wireless networks
- action recognition
- artificial neural networks
- user interface
- wireless video
- underwater acoustic
- energy efficient
- human actions
- data streams
- sensor nodes
- energy consumption
- communication cost
- feature selection
- human body
- mobile sensor networks
- machine learning algorithms
- supervised learning