DeferredAIML for NR air interface Phase 2
RP-253823
RAN proposes no standardized solution for phone-side AI data collection in 5G-Advanced, pushes framework to 6G
This topic concerns how a phone (UE) should collect and send training data to a server to improve AI models that run on the device. The main debate was between a Control Plane (CP) solution, which uses signaling messages, and a User Plane (UP) solution, which uses the regular data channel. A CP-based solution (Option 3) was already studied in the previous release.
Company opinions were split on how to handle the checkpoint for this work. Vivo and Xiaomi proposed removing the checkpoint. Spreadtrum/UNISOC and KT Corp. proposed postponing it to the next plenary (RAN#111).
There was also a split on the preferred technical solution. Samsung, CATT/CBN/China Broadnet, and Huawei (as an alternative) supported specifying the CP-based Option 3. Nokia supported the UP-based Option 2. Huawei's primary preference was for no standardization (Option 1a). ZTE explicitly did not support Option 2. OPPO proposed no normative work from RAN.
Offline discussions revealed deeper disagreements. Companies like MediaTek, Qualcomm, Nokia, TIM, and Docomo argued for continuing with or moving to the UP solution (Option 2). Others, like Apple and Vodafone, were concerned about parallel work in 5G and 6G or scalability issues with the CP solution.
The document concludes with a 'way forward agreement' proposal from the discussion moderator: 'To avoid parallel work in 5G and 6G, no normative work in Rel-20 for UE side data collection. Focus data collection framework work on 6G, and use the lesson learned across all the WGs to design something for 6G.' The document's status is 'noted', meaning this proposal was presented but not formally approved as a decision by the plenary meeting.
| No normative work in Rel-20, push framework to 6G | Support normative work for CP or UP solution in Rel-20 |
|---|
| OPPO · Apple · Vodafone · vivo · Xiaomi · KT Corp.6 companies | Samsung · Nokia · CATT, CBN, China Broadnet · MediaTek · Qualcomm · TIM · Docomo7 companies |
Why it matters
The RAN plenary did not make a final decision. The strong proposal from the moderator indicates a significant shift: instead of standardizing a method for phones to report AI training data in 5G-Advanced (Release 20), the work would be deferred entirely to the 6G timeframe. The rationale is to avoid duplicative effort and to design a more holistic framework for 6G, learning from the ongoing studies in the system architecture groups. This means 5G-Advanced will likely rely on non-standardized, implementation-specific methods for this function.