… CONCLUSION In this letter, we propose a DL-based channel modeling and generating
method refered to ChannelGAN, which is specifically designed on a small set of link-level MIMO …

… In order to verify the performance of GAN-based fake channel data in deep learning algorithm,
this paper uses deep learning-based channel feedback to cross-verify the validity of fake …

… been taken to machine learning based channel modeling. A … model to generate
multidimensional channel matrices usually denoted as H. This approach for generating MIMO …

… the imperfection of the assumed channel models [1]. Recently, … end learning based approach
are provided and the simulation … channels, the channel GAN has shown the ability to model …

… can effectively generate the statistical channel characteristics well … and accuracy of the
proposed method for A2G channel modeling. … Juang, “Deep learning-based end-to-end wireless …

… In addition, we investigate the use of a conditional GANs to generate channel realizations at
defined … Shen, “ChannelGAN: Deep learningbased channel modeling and generating,” IEEE …

… Comparing our proposed method with sophisticated AIbased channel modeling methods
(Channel-GAN[12], VAE[7], VQ-… “ChannelGAN: Deep Learning-Based Channel Modeling and …

… channel modelling in wireless end – end communication system will be done. Though there
have been few types of commonly used channels, channel GAN … our proposed channel GAN …

… channel modeling method based on generative adversarial networks is proposed for DT
channel, which can generate … Xiao, et al., “Channelgan: Deep learning-based channel modeling …

… In this section, the channel modeling problem is first formulated into a channel distribution
learning problem. Then, the proposed GAN in T-GAN method is elaborated. Finally, T-GAN is …