Thirty years of machine learning: The road to Pareto-optimal wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Future wireless networks have a substantial potential in terms of supporting a broad range of
complex compelling applications both in military and civilian fields, where the users are able …

[HTML][HTML] Machine learning in wireless sensor networks for smart cities: a survey

H Sharma, A Haque, F Blaabjerg - Electronics, 2021 - mdpi.com
Artificial intelligence (AI) and machine learning (ML) techniques have huge potential to
efficiently manage the automated operation of the internet of things (IoT) nodes deployed in …

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 …

Artificial intelligence implication on energy sustainability in Internet of Things: A survey

N Charef, AB Mnaouer, M Aloqaily, O Bouachir… - Information Processing …, 2023 - Elsevier
The massive number of Internet of Things (IoT) devices connected to the Internet is
continuously increasing. The operations of these devices rely on consuming huge amounts …

Wi-Fi HaLow for the Internet of Things: An up-to-date survey on IEEE 802.11 ah research

L Tian, S Santi, A Seferagić, J Lan, J Famaey - Journal of Network and …, 2021 - Elsevier
Abstract IEEE 802.11 ah, marketed as Wi-Fi HaLow, is a new sub-1GHz Wi-Fi technology for
the Internet of Things (IoT), aiming to address the major challenge of the IoT: providing …

MAC protocols for IEEE 802.11 ah-based Internet of Things: A survey

N Ahmed, D De, FA Barbhuiya… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The IEEE 802.11 ah, also known as WiFi HaLow, is a scalable solution for medium-range
communication in Internet of Things (IoT). While provisioning support for the IoT and …

MAC for machine-type communications in industrial IoT—Part I: Protocol design and analysis

J Gao, W Zhuang, M Li, X Shen… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In this two-part paper, we propose a novel medium access control (MAC) protocol for
machine-type communications in the Industrial Internet of Things. The considered use case …

Energy-efficient sensor grouping for IEEE 802.11 ah networks with max-min fairness guarantees

C Kai, J Zhang, X Zhang, W Huang - IEEE Access, 2019 - ieeexplore.ieee.org
For the large scale wireless networks, restricted access window (RAW) mechanism is a
promising technique for realizing large-scale sensor access with the limited collision …

Stochastic Stackelberg Game Based Edge Service Selection for Massive IoT Networks

H Liang, W Zhang - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Mobile edge computing is a promising technique to provide timely edge service for the
Internet of Things. With a continuously expanding network scale, the number and types of …

Genetic algorithm-based grouping strategy for IEEE 802.11 ah networks

E Garcia-Villegas, A Lopez-Garcia, E Lopez-Aguilera - Sensors, 2023 - mdpi.com
The IEEE 802.11 ah standard is intended to adapt the specifications of IEEE 802.11 to the
Internet of Things (IoT) scenario. One of the main features of IEEE 802.11 ah consists of the …