The ubiquitous deployment of IEEE 802.11 based Wireless Local Area Networks (WLANs)
or WiFi networks has resulted in dense deployments of Access Points (APs) in an effort to …

WLANs, which have overtaken wired networks to become the primary means of connecting
devices to the Internet, are prone to performance issues due to the scarcity of space in the …

Spatial Reuse (SR) has recently gained attention to maximize the performance of IEEE
802.11 Wireless Local Area Networks (WLANs). Decentralized mechanisms are expected to …

The exponential increase in the demand for high-performance services such as streaming
video and gaming by wireless devices has posed several challenges for Wireless Local …

IEEE 802.11 ax introduces several amendments to previous standards with a special
interest in spatial reuse (SR) to respond to dense user scenarios with high demanding …

Despite representing the prominent means of accessing the Internet, WLANs remain subject
to performance issues, which may be mitigated through more efficient spatial reuse of radio …

Next-generation wireless networks have grown increasingly complex over the years due to
the continuous demand generated by newer services like Extended Reality (XR) …

Incumbent wireless technologies for futuristic fifth generation (5G) and beyond 5G (B5G)
networks, such as IEEE 802.11 ax (WiFi), are vital to provide ubiquitous ultra-reliable and …

In this paper, a reinforcement learning-based spatial reuse scheme for wireless local area
networks (WLANs) is proposed and analyzed. In this scheme, when an access point (or a …

Machine learning (ML) has gained attention from the network research community because
it can help solve difficult problems and potentially lead to groundbreaking achievements. In …