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 …

Design of MAC layer resource allocation schemes for IEEE 802.11 ax: Future directions

R Ali, SW Kim, BS Kim, Y Park - IETE Technical Review, 2018 - Taylor & Francis
Wireless local area networks (WLANs) are widely deployed for internet-centric data
applications. It is predicted that by 2018, about two-thirds of the world's internet traffic will be …

Blind wireless network topology inference

E Testi, A Giorgetti - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
This work proposes a framework to discover the topology of a non-collaborative packet-
based wireless network using radio-frequency (RF) sensors. The methodology developed is …

[PDF][PDF] Thirty years of machine learning: The road to pareto-optimal next-generation wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - arxiv preprint arxiv …, 2019 - researchgate.net
Next-generation wireless networks (NGWN) have a substantial potential in terms of
supporting a broad range of complex compelling applications both in military and civilian …

Building a connected BLE mesh: A network inference study

A Chiumento, B Reynders, Y Murillo… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
Bluetooth low energy (BLE) is on the way of becoming the next standard for low-power, low-
datarate applications. While not being designed directly for mesh operation, recent works …

[Retracted] The Management of Educational Talents in Vocational Colleges Based on Wireless Network in the Artificial Intelligence Era

Y Zhang, C Wang - Computational Intelligence and …, 2022 - Wiley Online Library
Faced with the AI (artificial intelligence) era, it is both theoretically and practically important
to examine the challenges and opportunities that vocational college education in China …

Robust loss inference in the presence of noisy measurements and hidden fault diagnosis

Y Qiao, J Jiao, X Cui, Y Rao - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
This paper addresses the problem of inferring link loss rates based on network performance
tomography in noisy network systems. Since network tomography emerged, all existing …

Minimax bounds for blind network inference

N Mehrotra, E Graves, A Swami… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
We take the first step towards understanding the fundamental limits of blind wireless network
inference performed by a distributed network of single-antenna adversary nodes. The …

An improved artificial bee colony algorithm in LoRa wireless communication system for efficient multimedia transmission

Y Song, L Huang, P Xu, L Li, M Song… - International Journal of …, 2018 - Wiley Online Library
Video streaming communication networks will be a very important way to send multimedia
information anytime and anywhere, and the construction of the network base station which …

Distributed wireless network resource optimisation method based on mobile edge computing

J Jiang, C Quan, K Qian, J Pan, Y Yang - IET Networks, 2022 - Wiley Online Library
For caching and forwarding problems in mobile networks, a new method of caching and
forwarding in mobile networks based on boundary computing is proposed. Using Problem …