Impact of user density increase on 802.11 ax based Network Optimization

S Vinne - 2022 - essay.utwente.nl
The number of networked devices is increasing rapidly with numbers reaching 29.3 billion
by 2023, up from 18.4 billion in 2018. This increasing user density requires new …

RAW Optimization of IEEE 802.11 ah Networks

MA Mondal, S Khongjoh… - 2023 4th International …, 2023 - ieeexplore.ieee.org
IEEE 802.11 ah (also known as WiFi Halow) is a new WiFi standard for sub-l GHz
communications intended to address key challenges of the Internet of Things. IEEE 802 …

ANN-based optimization framework for performance enhancement of Restricted Access Window mechanism in dense IoT networks

M Mahesh, VP Harigovindan - Sādhanā, 2020 - Springer
Abstract IEEE 802.11 ah, marketed as Wi-Fi HaLow, operates at Sub 1 GHz spectrum to
provide broad coverage, high throughput, energy efficiency and scalability. This makes IEEE …

Improved Restricted Access Window Mechanism for IEEE 802.11 ah Performance Optimization

ER Alvarado, I Lavrinovica - 2021 25th International …, 2021 - ieeexplore.ieee.org
Rapid growth of IoT networks as well as increasing number of wireless devices working in
the frequency band of 2.4 GHz and 5 GHz, causes a saturation problem in wireless networks …

Assessment of novel solutions for throughput enhancement in IEEE 802.11 ax networks

N Šepić, E Kočan, Z Veljović… - 2019 27th …, 2019 - ieeexplore.ieee.org
IEEE 801.11 Working Group is developing the sixth generation of wireless local area
network (WLAN) standards, denoted as 802.11 ax. The main goal of the new standard is to …

A throughput fairness-based grouping strategy for dense IEEE 802.11 ah networks

H Mosavat-Jahromi, Y Li, L Cai - 2019 IEEE 30th annual …, 2019 - ieeexplore.ieee.org
The wide range of Internet-of-Things applications has increased the number of connected
devices massively. This growth may cause more contention in accessing the channel …

Improving aggregate utility and service differentiation of IEEE 802.11 ah restricted access window mechanism using ANFIS

M Miriyala, VP Harigovindan - Iranian Journal of Science and Technology …, 2021 - Springer
IEEE 802.11 ah introduces the restricted access window (RAW) mechanism at the MAC
layer to mitigate the effect of collisions and to improve the network performance. In an …

Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …

Decentralized Deep Reinforcement Learning Approach for Channel Access Optimization

C SCdSJ, FAP de Figueiredo, RAA de Souza - 2024 - europepmc.org
The IEEE 802.11 standard's binary exponential back-off (BEB) algorithm is the prevailing
method for tackling the collision avoidance problem. Under the BEB paradigm, the back-off …

RO‐RAW: Run‐Time Restricted Access Window Optimization in IEEE 802.11 ah Network with Extended Kalman Filter

Z Liu, P Lv - Wireless Communications and Mobile Computing, 2020 - Wiley Online Library
In 2016, the IEEE task group ah (TGah) published a new standard IEEE 802.11 ah, aimed at
providing network connectivity among a large number of Internet of Things (IoT) devices …