IEEE P802.11 - ARTIFICIAL INTELLIGENCE MACHINE LEARNING (AIML) Standing Committee (SC) -
MEETING UPDATE
Status of IEEE 802.11 Artificial Intelligence Machine Learning (AIML) Standing Committee (SC)
Chair: Xiaofei Wang
Vice-chairs: Ming Gan, Gaurang Naik
Secretary: Liangxiao Xin
Page Contents
- Background
- Goals
- May 2025
- March 2025
- January 2025
- November 2024
- September 2024
- July 2024
- May 2024
Background
The Artificial Intelligence Machine Learning (AIML) Standing Committee (SC) is a new Standing Committee within the IEEE 802.11 working group that
explores use cases of AIML that will apply to IEEE 802.11 systems and devices as well as the technical feasibility of these use cases.
Goals
The goal of the IEEE 802.11 AIML SC is to review and describe use cases for Artificial Intelligence/Machine Learning (AIML) applicability in 802.11 systems, investigate the technical feasibility of features enabling 802.11 support of AIML, analyze new applications of AIML in 802.11 defined capabilities and generate periodic reports on the group's findings. In addition, the AIML SC will initiate and respond to internal and external liaisons regarding AIML related standards activities.
May 2025
Main documents
Announcements
None
Achievements
The main achievements of this meeting were
- Technical presentations
- MAPC C-SR Scheduling with Multi-Armed Bandits Revisited (11-25/710r1)
- Approved AIML SC March 2025 Plenary Meeting Minutes (11-25/606r0; see March 2025 below)
Teleconferences
July 2025 plans
- Technical report drafts
- Generate the 1st Annual technical report
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
March 2025
Main documents
Announcements
None
Achievements
The main achievements of this meeting were
- Technical presentations
- 1) Feasibility Study of Phase Synchronization for Wireless Federated Learning over WLAN (11-25-0304r0)
- 2) Proposed IEEE 802.11 AIML SC Technical Report Text for the AIML-based PHY parameter recommendations (11-25-0350r0)
- Approved AIML SC January 2025 Interim Meeting Minutes (see January 2025 below)
Teleconferences
May 2025 plans
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
- Technical report drafts
January 2025
Main documents
Announcements
None
Achievements
The main achievements of this meeting were
- Technical presentation
- Two technical contributions: on RL-based handoff for WLANs and on Unified AutoEncoder based CSI feedback in MU-MIMO
- Approved AIML SC November 2024 Plenary Meeting Minutes
Teleconferences
March 2025 plans
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
- Technical report drafts
November 2024
Main documents
Announcements
None
Achievements
The main achievements of this meeting were
- Technical presentation
- One technical contribution on ML-aided CSI Quantization
- Technical report
- Approved the outline of the 1st AIML SC Technical Report
Teleconferences
January 2025 plans
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
- Technical report drafts
September 2024
No meeting
July 2024
Main documents
Announcements
None
Achievements
The main achievements of this meeting were
- Technical presentation
- One technical contribution on ML-aided CSI Quantization
Teleconferences
September 2024 plans
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
- Technical report drafts
May 2024
Main documents
Announcements
The May 2024 Warsaw meeting was the first meeting for the newly formed AIML SC.
Achievements
The main achievements of this meeting were
- Election and confirmation of AIML SC Officers
- Ming Gan, Vice-chair
- Gaurang Naik, Vice-chair
- Liangxiao Xin, Secretary
- Technical presentations
- One technical contribution on MAPC use case
- One technical contribution on a new use case: AIML PHY Operational Parameter Recommendation
Teleconferences
July 2024 plans
- Technical presentations on additional results, exploration and feasibility for existing AIML use cases
- Technical presentations on additional AIML use cases
- Technical report drafts
USEFUL LINKS TO OTHER SITES:
IEEE P802.11 WLANs RELATED
OTHER SITES
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