Efficient classification of human activity using PCA and deep learning LSTM with WiFi CSI.
Sang-Chul KimYong-Hwan KimPublished in: ICAIIC (2022)
Keyphrases
- deep learning
- human activities
- wifi
- machine learning
- unsupervised learning
- feature extraction
- feature space
- activity recognition
- smart home
- face recognition
- principal component analysis
- image classification
- pattern recognition
- decision trees
- text classification
- wireless networks
- feature vectors
- smart card
- mobile devices
- data mining
- dimensionality reduction
- knowledge discovery
- model selection
- probabilistic model
- human computer interaction
- k means
- wireless communication
- computer vision