… In this article, we focus on the channel AE and review the state-of-the-art works in this aspect…
imperfections, channel noise, and time-varying environment, the precise channel transfer …

… challenges of recent research papers, this work aims to review state-of-the-art auto-encoder …
Finally, this paper summarizes the future trends and challenges in designing and training …

… area, all the challenges faced in IoT are present here. Regarding the last trend, we present
… They use a convolutional autoencoder to explore the advantages of convolutional networks …

… like IoT becomes more complex as side-channel analysis evaluation easily falls into false-…
reduction using autoencoders for profiled side-channel leakage evaluations. Two autoencoder …

… , and it is expected that this trend will continue in the future [1… channel consider in this thesis
is the MIMO channel. Consider the channel being memoryless and discrete, a MIMO channel …

… Inspired by the information bottleneck method [20] and by the notion of channel capacity,
a novel loss function for autoencoders in communications is proposed in this paper. The …

… one of them is the Autoencoder and its Denoising and Variational … This study surveys the use
of Autoencoders for the … by Autoencoders when compared to other state-of-the-art methods, …

… image and the third is the number of channels. Activation functions, such as batch… tasks.
Luo et al. [111] propose a novel semi-supervised autoencoder called a discriminant autoencoder …

… In [11], this work suggested a denoising autoencoderbased OFDM-64QAM channel estimation
approach and The Japanese digital television system is the intended environment for this …

… OFDM autoencoder system can be generalized to work under various channel environments,
… In addition, since OFDM systems require accurate channel estimations to function properly, …