ComNet

Implemention of ComNet with Keras：Combination of Deep Learning and Expert Knowledge in OFDM Receivers

ComNet-OFDM

Using deep model to implement channel estimation and demodulation based on classcial OFDM receiver.

Envs:

Windows

tensorflow:1.8.0

Keras:2.1.6

python:3.6

You can re-train this model on Ubuntu system.

Get Start

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

Tips:

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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