Implemention of ComNet with Keras：Combination of Deep Learning and Expert Knowledge in OFDM Receivers
Using deep model to implement channel estimation and demodulation based on classcial OFDM receiver.
Windows
tensorflow:1.8.0
Keras:2.1.6
python:3.6
You can re-train this model on Ubuntu system.
1.Download data from：
Link：https://pan.baidu.com/s/1N_OLJYWlyDukM3-tx2BgZQ
password：ep86
Move dataset to ./datas folder
2.Train
python main_comnet.py --train_flag True
3.Test and Plot:
python main_comnet.py --train_flag False --plot True
Every 128 bits datas are set as training label and predicted by 8 deep models.
The first model predicts [0:16] bits,the second model predicts [16:32], etc.
This code only includes the first model.You can also try to convert the size 16 to other numbers.
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