Deep learning (DL) has proven its unprecedented success in diverse fields such as
computer vision, natural language processing, and speech recognition by its strong …

We consider a trainable point-to-point communication system, where both transmitter and
receiver are implemented as neural networks (NNs), and demonstrate that training on the bit …

With the rapid development of the communication industry in the fifth generation and the
advance towards the intelligent society of the sixth generation wireless networks, traditional …

Full duplex (FD) relaying can provide double spectral efficiency. Despite advanced self-
interference cancellation techniques, residual self-interference (RSI) limits the performance …

Data-dependent superimposed training (DDST) scheme has shown the potential to achieve
high bandwidth efficiency, while encounters symbol misidentification caused by hardware …

The autoencoder concept has fostered the reinterpretation and the design of modern
communication systems. It consists of an encoder, a channel and a decoder block that …

In this paper, we construct the autoencoder (AE) for optical wireless communication (OWC)
systems with non-negativity and peak power constraints, which provides effective …

Communication service providers use specialized solutions to evaluate the quality of their
services. Also, different mechanisms that increase network robustness are incorporated in …

Envisioned as a promising component of the future wireless Internet-of-Things (IoT)
networks, the non-orthogonal multiple access (NOMA) technique can support massive …

The networked unmanned aerial vehicle (UAV) radar system may exploit inter-UAV
cooperation for enhancing information acquisition capabilities, meanwhile its inter-UAV …