This paper investigates the Contention Window (CW) optimization problem in multi-agent
scenarios, where the fully cooperative among mobile stations is considered. A partially …

Heterogeneous cellular networks can offload the mobile traffic and reduce the deployment
costs, which have been considered to be a promising technique in the next-generation …

The collision avoidance mechanism adopted by the IEEE 802.11 standard is not optimal.
The mechanism employs a binary exponential backoff (BEB) algorithm in the medium …

In this paper, a deep learning approach is used to conduct an in‐depth study and analysis of
intelligent resource allocation in wireless communication networks. Firstly, the concepts …

In this paper, we introduce the Enhanced Smart Exponential-Threshold-Linear (Enhanced-
SETL) algorithm, a new approach that uses the multi-variable Deep Reinforcement Learning …

Due to the exponential growth in the use of Wi-Fi networks, it is necessary to study its usage
pattern in dense environments for which the legacy IEEE 802.11 MAC (Medium Access …

Abstract Carrier Sense Multiple Access with Collision Avoid (CSMA/CA) restricts the channel
utilization efficiency although it always is regarded as a promising distributed channel …

Accepted: 3 December 2020 Mobile ad hoc networks (MANETs) consist of self-configured
mobile wireless nodes capable of communicating with each other without any fixed …

We study the problem of adaptive contention window (CW) design for random-access
wireless networks. More precisely, our goal is to design an intelligent node that can …

In the next generation wireless networks, more applications will emerge, covering virtual
reality movies, augmented reality, holographic three-dimensional telepresence, haptic …