Classification and reconstruction of communication signals based on convolutional neural network

• Main Author: Cai, Zhenmin
• Other Authors: Bi Guoan
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/78479
• Institution: Nanyang Technological University

Convolutional neural network (CNN) is now widely used in many areas including pattern recognition, intelligent control and computer science. CNN reduces the calculation of the model effectively and improves the robustness compared with Artificial Neural Network (ANN). This report uses a CNN model t...