Survey and analysis of the integration of Wi-Fi and machine learning
摘要
This paper conducts a survey and analysis of Wi-Fi solutions that incorporate AI/ML technologies. Firstly, it outlines the challenges associated with Wi-Fi technology characteristics and the evolution of the latest specifications. Secondly, it examines the feasibility of using AI/ML to improve Wi-Fi performance and user experience, along with the AI/ML use cases defined by the IEEE 802.11 TIG. Afterwards, the paper proposes system architecture for integrating AI/ML into Wi-Fi networks and analyzes typical use cases for practical Wi-Fi deployments. Finally, it presents an overview of the current constraints in applying AI/ML to Wi-Fi systems and discusses potential directions for future technological development.
引用本文（GB/T 7714）
Cheng Gang, Luo Ye. Survey and analysis of the integration of Wi-Fi and machine learning[J]. DOAJ (DOAJ: Directory of Open Access Journals), 2026.
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