An efficient modulation classification method using signal constellation diagrams with convolutional neural networks, Gabor filtering, and thresholding.
Mohamed A. Abdel-MoneimRasha M. Al-MakhlasawyNariman Abdel-Salam BauomyEl-Sayed M. El-RabaieWalid El ShafaiAhmed E. A. FarghalFathi E. Abd El-SamiePublished in: Trans. Emerg. Telecommun. Technol. (2022)
Keyphrases
- classification method
- gabor filtering
- convolutional neural networks
- gabor filters
- texture analysis
- texture features
- knn
- received signal
- k nearest neighbor
- text classification
- impulse response
- gray level
- gaussian filtering
- support vector machine svm
- support vector machine
- edge detection
- clustering algorithm
- convolutional network
- signal to noise ratio
- image segmentation
- rotation invariant
- frequency domain
- texture classification
- neural network
- small number
- image analysis
- pattern recognition
- image processing