ATARI: A graph convolutional neural network approach for performance prediction in next-generation WLANs

P Soto, M Camelo, K Mets, F Wilhelmi, D Góez… - Sensors, 2021 - mdpi.com
IEEE 802.11 (Wi-Fi) is one of the technologies that provides high performance with a high
density of connected devices to support emerging demanding services, such as virtual and …

On-demand channel bonding in heterogeneous WLANs: A multi-agent deep reinforcement learning approach

H Qi, H Huang, Z Hu, X Wen, Z Lu - Sensors, 2020 - mdpi.com
In order to meet the ever-increasing traffic demand of Wireless Local Area Networks
(WLANs), channel bonding is introduced in IEEE 802.11 standards. Although channel …

An online learning approach for auto link-Configuration in IEEE 802.11 ac wireless networks

R Karmakar, S Chattopadhyay, S Chakraborty - Computer Networks, 2020 - Elsevier
High throughput wireless standards based on IEEE 802.11, such as IEEE 802.11 ac, pose a
significant challenge in selection of link configuration parameters in an automatic approach …

DARCAS: Dynamic association regulator considering airtime over SDN-enabled framework

M Salman, JH Son, DW Choi, U Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The massive influx of mobile devices and their increasing use in recent years have resulted
in the overprovision of access points (APs) in networks. Unlike in residential environments …

Capacity analysis of opportunistic channel bonding over multi-channel WLANs under unsaturated traffic

M Han, S Khairy, LX Cai, Y Cheng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we analytically study the performance of opportunistic multi-channel bonding
protocol supporting delay-sensitive multimedia services. We consider a multi-channel …

Dynamic channel bandwidth use through efficient channel assignment in IEEE 802.11 ac networks

A Zakrzewska, L Ho - 2019 IEEE 90th Vehicular Technology …, 2019 - ieeexplore.ieee.org
IEEE 802.11 ac enables channel bonding, where several channels form wide bandwidths
up to 160 MHz in a very flexible manner, and can be used to increase the transmission rates …

On the Benefits of Channel Bonding in Dense, Decentralized Wi‐Fi 4 Networks

JM Gimenez-Guzman, I Marsa-Maestre… - Wireless …, 2022 - Wiley Online Library
Channel bonding is a technique first defined in the IEEE 802.11 n standard to increase the
throughput in wireless networks by means of using wider channels. In IEEE 802.11 n …

SmartBond: A deep probabilistic machinery for smart channel bonding in IEEE 802.11 ac

R Karmakar, S Chattopadhyay… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
Dynamic bandwidth operation in IEEE 802.11 ac helps wireless access points to tune
channel widths based on carrier sensing and bandwidth requirements of associated …

Cross-layer DASH-based multipath video streaming over LTE and 802.11 ac networks

Z Deng, Y Liu, J Liu, A Argyriou - Multimedia Tools and Applications, 2021 - Springer
Abstract Dynamic Adaptive Streaming over Http (DASH)-based video streaming applications
are becoming increasingly prevalent over the mobile Internet. Many efforts have been made …

Clientmarshal: Regaining control from wireless clients for better experience

A Bhartia, B Chen, D Pallas, W Stone - The 25th Annual International …, 2019 - dl.acm.org
Client devices must cooperate to share limited resources in wireless local area networks
(WLANs). Standards exist for access points (APs), to use a more holistic view of the RF …