Multitask Learning Modulation Classification
This project is the code for our paper "Blind Modulation Classification Under Uncertain Noise Conditions: A Multitask Learning Approach".
tensorflow>=1.12.0
Keras>=2.2.4
The download links for the datasets "rice_x_h_1024_alldb_1000.pkl" and "rice_x_h_n_1024_alldb_1000.pkl" mentioned in the paper are as follows: rice_1024_alldb_1000.
Among them, rice_x_h_n_1024_alldb_1000.pkl contains noisy data, and rice_x_h_1024_alldb_1000.pkl is the corresponding noise-free data.
@ARTICLE{9705601, author={Qiao, Jiansen and Chen, Wei and Chen, Jie and Ai, Bo}, journal={IEEE Communications Letters}, title={Blind Modulation Classification Under Uncertain Noise Conditions: A Multitask Learning Approach}, year={2022}, volume={26}, number={5}, pages={1027-1031}, doi={10.1109/LCOMM.2022.3149284}}