Automatic modulation classification of digital modulation signals with stacked autoencoders.
Afan AliYangyu FanShu LiuPublished in: Digit. Signal Process. (2017)
Keyphrases
- modulation scheme
- frequency modulation
- signal detection
- classification accuracy
- pattern recognition
- received signal
- classification scheme
- feature extraction
- classification algorithm
- feature vectors
- machine learning
- image classification
- signal processing
- text classification
- training samples
- support vector machine
- statistical classification
- support vector
- semi automatic
- classification method
- feature selection
- image processing
- automatic classification
- denoising
- feature space
- benchmark datasets
- training set
- supervised learning
- classification models
- decision rules
- preprocessing
- single channel
- machine learning algorithms
- face recognition