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This document provides the first annual technical report from the AIML Standing Committee, detailing new use cases for Artificial Intelligence/Machine Learning (AIML) within IEEE 802.11 wireless systems, including federated learning and AIML-enhanced performance recommendations for WLANs.
Year:
2025
Note:
Region / city
Theme:
Wireless LAN, AIML
Document type:
Technical Report
Organization:
IEEE 802.11 Working Group
Author:
Xiaofei Wang, Ming Gan, Gaurang Naik, Liangxiao Xin, Federico Lovison, Ugo Campiglio, Domenico Ficara, Juan-Carlos Zuniga, Jerome Henry, Javier Contreras, Rui Yang, Alphan Sahin, Jim Lansford, Necati Canpolat, Tuncer Baykas
Target audience:
Researchers, telecommunications professionals, IEEE 802.11 community
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Year:
2025
Region / City:
Global
Topic:
Wireless LANs, IEEE 802.11
Document Type:
Meeting Minutes
Organization / Institution:
IEEE
Author:
Sigurd Schelstraete
Target Audience:
Participants in IEEE 802.11 working group
Effective Period:
November 2025 – January 2026
Approval Date:
2025-12-08
Amendment Date:
None
Year:
2025
Region / City:
N/A
Theme:
Artificial Intelligence / Machine Learning, Wireless LAN
Document Type:
Technical Report
Organization / Institution:
IEEE
Author:
Xiaofei Wang, Ming Gan, Gaurang Naik, Liangxiao Xin, Federico Lovison, Ugo Campiglio, Domenico Ficara, Juan-Carlos Zuniga, Jerome Henry, Javier Contreras, Rui Yang, Alphan Sahin, Jim Lansford, Necati Canpolat, Tuncer Baykas
Target Audience:
Researchers, engineers, and professionals in the field of wireless communication and AI/ML
Period of validity:
N/A
Date of approval:
N/A
Date of revisions:
N/A
Organization:
IEEE
Working group:
IEEE P802.11
Standard family:
IEEE 802.11
Document type:
Comment resolution and draft specification update
Subject:
MU EDCA parameter update mechanism
Frame type:
HE MU EDCA Parameter Set Update frame
Authors:
Matthew Fischer; Thomas Derham
Affiliation:
Broadcom
Comment ID:
CID 21443
Ballot:
REVmd letter ballot
Date:
2019-05-02
Baseline reference:
19/413r2R0 Initial draft
Technical area:
Wireless LAN MAC layer
Specification scope:
EDCA and MU EDCA operation for HE stations
Date:
2019-03-14
Type:
Draft Standard Proposal
Organization:
IEEE
Author:
Laurent Cariou
Affiliation:
Intel
Address:
2111 NE 25th Ave, Hillsboro, OR 97124
Email:
[email protected]
Target Audience:
IEEE 802 Working Group and Sponsors
Document Status:
CSD Draft R7
Project Scope:
Wireless Local Area Networks (WLAN)
Market Analysis Included:
Yes
Compatibility Requirements:
IEEE Std 802, IEEE Std 802.1AC, IEEE Std 802.1Q
Technical Sections:
Managed Objects, Coexistence, 5C Requirements
Date:
2015-11-27
Author(s):
Yasuhiko Inoue
Affiliation:
NTT
Address:
1-1 Hikari-no-oka, Yokosuka, Kanagawa 239-0847 Japan
Phone:
+81 46 859 5097
Email:
[email protected]
Event:
IEEE 802.11 TGax Dallas Session
Location:
Hyatt Regency Dallas, Dallas, TX
Period:
November 9th – 13th, 2015
Type:
Meeting minutes
Topics:
Wireless LAN standards, TGax ad hoc sessions, PHY, MAC, Multiuser, Spatial Reuse
Participants:
Various IEEE 802.11 members and industry representatives
Submissions:
PHY, MAC, MU, SR documents
Year:
2015
Note:
Region / City
Topic:
Wireless LANs, Positioning
Document Type:
Standard
Organization / Institution:
IEEE
Author:
Jonathan Segev
Target Audience:
Industry professionals, network engineers
Approval Date:
July 2015
Amendment Expiration Date:
July 2019
Status:
Unapproved
Project Number:
P802.11ay
Working Group:
Wireless LAN Working Group (C/LM/WG802.11)
Sponsor:
IEEE Computer Society/LAN/MAN Standards Committee (C/LM)
Standard Type:
Amendment to IEEE Standard 802.11
Title:
Standard for Information technology--Telecommunications and information exchange between systems Local and metropolitan area networks--Specific requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications-- Amendment: Positioning Enhancements
Scope:
Defines modifications to IEEE 802.11 PHY and MAC layers to improve positioning accuracy and scalability.
Completion:
Sep. 2019
Project Stakeholders:
Manufacturers and users of semiconductors, consumer electronics, networking devices, mobile wearable devices, and test equipment.
Intellectual Property:
No known copyright permissions required.
Year:
2025
Note:
Region / City
Document type:
Meeting minutes
Organization / Institution:
IEEE
Author:
Dongguk Lim
Year:
2023
Region / City:
TBD
Topic:
Wireless LANs, Power Save Features, UHR
Document Type:
IEEE Standard Proposal
Organization:
IEEE
Author:
Amelia Andersdotter, Carol Ansley, Patrice Desmoulin, Massinissa Lalam, Michael Grigat, Juan Carlos Zuniga, Gaurav Patwardhan, Mark Hamilton, Kurt Lumbatis
Target Audience:
IEEE members, WLAN developers, manufacturers of networking devices
Period of Validity:
2023-2027
Approval Date:
May 2023
Amendment Status:
Proposed, unapproved
Revisions:
Rev 0 based on 11/23-0078r2r1
Year:
2022
Region / City:
New York, NY
Topic:
Wireless LAN, CSI Compression, Machine Learning
Document Type:
Technical Report
Organization:
IEEE 802.11
Author:
Zinan Lin, Rui Yang, Xiaofei Wang
Target Audience:
IEEE members, Wireless Networking Engineers, AI/ML experts
Period of Validity:
N/A
Approval Date:
2022-11-06
Modification Date:
2022-11-16
Year:
2022
Region / City:
Reston, VA, USA
Topic:
Wireless LANs, IEEE Standards, Telecommunications
Document Type:
Proposal, Standard Amendment
Organization / Institution:
IEEE Computer Society/LAN/MAN Standards Committee (C/LM)
Author:
Tuncer Baykas, Jeongki Kim, Leonardo Lanante, Kazi Huq, Jiayi Zhang, Serhat Erkucuk
Target Audience:
Engineers, Researchers, Industry Stakeholders
Effective Period:
May 2023 - May 2027
Approval Date:
May 2023
Amendment Date:
Not specified
Standard:
IEEE Std 802.11
Project Number:
TBD
Working Group:
Wireless LAN Working Group (C/LM/WG802.11)
Sponsoring Society:
IEEE Computer Society
Type of Ballot:
Individual
Projected Completion Date:
March 2027
Scope:
Standard for IEEE 802.11 Wireless LANs
Technology:
Ultra High Reliability (UHR), Wireless Connectivity, Medium Access Control (MAC), Physical Layer (PHY) Specifications
Purpose:
Improvement of WLAN technologies to support applications like AR/VR, IOT, robotics, remote work, etc.
Intellectual Property:
No copyright permissions required, no registration activity
Joint Development:
No
Stakeholders:
Semiconductor manufacturers, personal computer manufacturers, consumer electronics, mobile devices, cellular operators
Note:
Description
Year:
2019
Note:
Region / City
Subject:
Wireless LANs, IEEE 802.11 Standard Amendments
Document Type:
Standard Amendment Proposal
Organization:
IEEE
Author:
Laurent Cariou
Target Audience:
Industry stakeholders, wireless network developers
Amendment:
Amendment to IEEE Standard 802.11
Project Number:
P802.11
Working Group:
Wireless LAN Working Group (C/LM/WG802.11)
Sponsoring Society and Committee:
IEEE Computer Society/LAN/MAN Standards Committee (C/LM)
Scope:
Defines modifications to 802.11 PHY and MAC for high throughput, supporting 30 Gbps throughput, backward compatibility with legacy devices
Completion Date:
March, 2023
Project Status:
Unapproved
Stakeholders:
Manufacturers and users of WLAN equipment, mobile devices, enterprise networking, and semiconductor industries
Intellectual Property:
No known copyright or registration issues
Purpose:
Defines wireless connectivity solutions for fixed, portable, and moving stations in local area networks
Year:
2019
Region / City:
Global
Topic:
Wireless Networking Standards
Document Type:
Draft
Author:
Laurent Cariou
Target Audience:
Engineers, Researchers, Networking Professionals
Action Period:
Ongoing
Approval Date:
TBD
Modification Date:
TBD
Project Number:
P802.11tbd
Type of Document:
Standard
Life Cycle:
Full Use
Working Group:
Wireless LAN Working Group (C/LM/WG802.11)
Sponsor:
IEEE Computer Society/LAN/MAN Standards Committee
Standard Title:
Standard for Information technology--Telecommunications and information exchange between systems Local and metropolitan area networks--Specific requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications-- Amendment: Enhancements for Extremely High Throughput (EHT)
Scope:
This amendment defines modifications to the 802.11 physical and medium access control layers to support throughput of at least 30 Gbps
Intellectual Property:
No
Stakeholders:
Semiconductor manufacturers, personal computer users, mobile device users, and networking professionals
Year:
2015
Region / City:
Dallas, TX
Topic:
IEEE 802.11 TGax Meeting Minutes
Document Type:
Meeting Minutes
Organization:
IEEE
Author:
Yasuhiko Inoue
Target Audience:
IEEE 802.11 Working Group Members, Researchers, and Engineers
Period of validity:
November 9th – 13th, 2015
Approval Date:
2015-11-27
Date of Changes:
N/A
Year:
2015
Note:
Region / City
Topic:
Wireless LAN, Positioning Enhancements
Document Type:
Standard Amendment
Organization / Institution:
IEEE
Author:
Jonathan Segev, Peter Thornycroft, Dorothy Stanley, Qi Wang, Brian Hart, Santosh Pandey, Naveen Kakani, Jon Roshdahl, Ganesh Venkatesan, Liwen Chu, Edward Au, Gabor Bajko, ChaoChung Wang, Mark Rison, Fei Tang, Carlos Aldana, Praveen Dua, Meng Wang
Target Audience:
Wireless LAN industry professionals, IEEE members
Status:
Unapproved
Project Number:
P802.11az
Title:
Standard for Information technology--Telecommunications and information exchange between systems Local and metropolitan area networks--Specific requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications-- Amendment: Positioning Enhancements.
Working Group:
Wireless LAN Working Group (C/LM/WG802.11)
Sponsor Society and Committee:
IEEE Computer Society/LAN/MAN Standards Committee (C/LM)
Standards Representative:
James Gilb
Ballot Type:
Individual
Expected Date of Submission:
Sep. 2018
Projected Completion Date:
Sep. 2019
Scope of the Complete Standard:
Defines MAC and PHY specifications for wireless connectivity for fixed, portable, and moving stations in a local area.
Scope of the Project:
Enhances accuracy and scalability of positioning within IEEE 802.11 for different network types.
Purpose:
Enhance the positioning capability for fixed, portable, and mobile stations beyond current Fine Timing Measurement.
Need for the Project:
To support more robust and accurate positioning capabilities for new use cases, including crowded environments and peer-to-peer connectivity.
Stakeholders:
Manufacturers and users of semiconductors, personal computers, enterprise networking devices, consumer electronics, mobile wearables, test equipment providers.
Intellectual Property:
No copyright permissions needed, no expected registration activity.
Similar Standards or Projects:
IEEE P802.15.7r1, a project for short-range optical communication.
Joint Development:
No
Year:
2015
Note:
Region / City
Topic:
Wireless LANs, Positioning
Document Type:
Standard Amendment
Organ / Institution:
IEEE
Author:
Jonathan Segev, Peter Thornycroft, Dorothy Stanley, Qi Wang, Brian Hart, Santosh Pandey, Naveen Kakani, Jon Roshdahl, Ganesh Venkatesan, Liwen Chu, Edward Au, Gabor Bajko, ChaoChung Wang, Mark Rison, Fei Tang, Carlos Aldana, Praveen Dua
Target Audience:
Manufacturers and users of semiconductors, personal computers, enterprise networking devices, consumer electronic devices, home networking equipment, mobile wearable devices, test and measurement equipment providers
Effective Period:
July 2015 - July 2019
Approval Date:
July 2015
Amendment Project Number:
P802.11az
Standard Title:
Standard for Information technology--Telecommunications and information exchange between systems Local and metropolitan area networks--Specific requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications-- Amendment: Positioning Enhancements
Project Scope:
This amendment defines modifications to both the IEEE 802.11 medium access control layer (MAC) and physical layers (PHY) to enhance positioning accuracy.
Purpose:
To enhance the accuracy and scalability of positioning for fixed, portable, and mobile stations.
Need for the Project:
With growing market demand for more precise positioning services and new use cases, this amendment addresses the need for accurate and scalable location capabilities.
Intellectual Property:
No copyright permissions needed
Related Standards:
IEEE 802.15.7 Standard
References:
Various technical papers and market research reports related to positioning technology
Year:
2025
Region / City:
N/A
Theme:
Artificial Intelligence / Machine Learning, Wireless LAN
Document Type:
Technical Report
Organization / Institution:
IEEE
Author:
Xiaofei Wang, Ming Gan, Gaurang Naik, Liangxiao Xin, Federico Lovison, Ugo Campiglio, Domenico Ficara, Juan-Carlos Zuniga, Jerome Henry, Javier Contreras, Rui Yang, Alphan Sahin, Jim Lansford, Necati Canpolat, Tuncer Baykas
Target Audience:
Researchers, engineers, and professionals in the field of wireless communication and AI/ML
Period of validity:
N/A
Date of approval:
N/A
Date of revisions:
N/A
Year:
2022
Region / city:
N/A
Topic:
Artificial Intelligence, Machine Learning, NR Air Interface
Document type:
Meeting Summary
Organization / institution:
3GPP TSG RAN WG1
Author:
Moderator (Qualcomm)
Target audience:
Industry professionals, RAN1 members
Period of validity:
N/A
Approval date:
N/A
Date of amendments:
N/A
Note:
Context
Year:
2025
Region / City:
Dallas, USA
Theme:
AI/ML, 6GR
Document Type:
Summary
Organization / Institution:
3GPP
Author:
Samsung
Target Audience:
RAN Working Group 1
Period of validity:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
2024
Region / city:
Sophia Antipolis, France
Subject:
AI/ML Management for 5G Networks
Document Type:
Technical Specification
Organization / Institution:
3GPP
Author:
3GPP Organizational Partners
Target Audience:
5G Network Professionals, Developers, and Researchers
Effective Period:
Not specified
Approval Date:
Not specified
Revision Date:
Not specified
Note:
Contextual Description
Year:
2023
Region / City:
Chicago, USA
Theme:
AI/ML for beam management
Document Type:
Discussion and Decision
Organization:
3GPP TSG RAN WG1
Author:
Samsung
Target Audience:
Industry professionals and companies in wireless communication technology
Period of Validity:
N/A
Approval Date:
N/A
Modification Date:
N/A