The concept of using autoencoders (AEs) to represent wireless communication systems as
an end-to-end reconstruction task that optimizes the transmitter and receiver components …

In this article, we introduce a Decode-and-Forward (DF) based cooperative Multiple-Input
Multiple-Output (MIMO) system using autoencoder (AE) technique, abbreviated as AE-DF …

We consider the problem of finding optimal resource allocations subject to system
constraints in a generic class of problems in wireless communications. These problems are …

Wireless experts worldwide have become interested in using Autoencoders (AEs) for
modelling communication systems as an end-to-end reconstruction task. This approach …

为提升现有端到端通信系统的适应性与信道估计的准确性, 提出了一种适用于多种空时编码方案
的多输入多输出(Multiple-Input Multiple-Output, MIMO) 自编码器通信系统 …

Abstract Wireless Body Area Network (WBAN) is widely applied in various fields, including
healthcare, sports, wellness, and assistive technologies, by offering the benefits of …

This paper investigates the prediction of spectrum usage by wireless local area networks
based on recurrent neural networks (RNNs). The prediction results can be used to enhance …

Physical-layer network coding (PNC) is considered as a good option given its ability in
doubling the throughput of a two-way relay network (TWRN). In uplink of PNC, two end …

The wireless spectrum is limited and the demand for its use is increasing due to
technological advancements in wireless communication, resulting in persistent interference …

Abstract The fifth-generation (5G) mobile network is growing rapidly and is set to
revolutionize the way we communicate, work and live. It offers faster speeds, lower latency …