References - ITU AI/ML in 5G Global Challenge 资源汇编

Sep 1, 2026

A curated collection of reference materials for the ITU ML5G global challenge, organized to support partners working on AI/ML problem statements for 5G networks. The content explains how challenge-relevant problem statements should align with themes, offer intellectual challenge with practical scope, and may require quality data. It also provides a submission template, a categorized outline for statement types, and a simple resource list structure including one-line descriptions, links, and contact information.

LanguageEnglish

CategoryGeneral

FormatDOCX

Pages75

Reading Time26 min

AccessFree to download

Introduction

Summary of problem statements

Template for problem statements

List of problem statements

Resources

References [ITU-T AI Challenge] ITU AI/ML in 5G Challenge website HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Pages/default.aspx" https://www.itu.int/en/ITU-T/AI/challenge/2020/Pages/default.aspx [ HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Documents/ITU%20ML5G%20Global%20Challenge_proposal_v23a.docx" ITU AI/ML Primer] HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Documents/ITU_AI_ML5G_Challenge_Participation_guidelines_v25.docx" ITU AI/ML 5G Challenge: Participation Guidelines (11th May, 2020) [ITU AI/ML Summary] HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Documents/ITU%20Challenge%20Summary-23-April-2020.pptx" ITU AI/ML 5G Challenge: Summary Slides (23rd April, 2020) [ITU AI/ML Mngt] HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Documents/Challenge_Management_Guidelines_v1.docx" ITU AI/ML in 5G Challenge Management Guidelines (18th May, 2020) 1. Introduction [ HYPERLINK "https://www.itu.int/en/ITU-T/AI/challenge/2020/Documents/ITU%20ML5G%20Global%20Challenge_proposal_v23a.docx" ITU AI/ML Participation Guidelines] described the proposal for ITU Global Challenge on AI/ML in 5G networks. Problem statements which are relevant to ITU and IMT-2020 networks are the backbone of the challenge. They should be aligned with the theme/tracks of the challenge and should provide enough intellectual challenge while being practical within the time period of the challenge. They should address short term pain points for industry while pointing to long term research directions for academia. In addition, many of them may need quality data to solve them. This contribution collates the problem statements from our partners in a standard format. Future steps for these problem statements are: analyse the submitted problem statements from our partners and colleagues, present them for selection by the challenge management team host the selected problem statements on the challenge website. While discussing and disseminating the challenge with our partners, an important and frequent question posed to us is about the relevant resources. This document contains a collection of resources pointed to us by our members and partners in the context of ITU ML5G global challenge. This is an attempt to compile and classify them so that it is useful to all our partners. We invite our members and partners to add pointers to private as well as public resources which may be of relevance to the Challenge. 2. Summary of problem statements Unrestricted Problem Statements Restricted Problem Statements Problem Statements which are under progress 3. Template for problem statements The table below is a template that can be used for submission of new problem statements for the ITU AI/ML Challenge. 4. List of problem statements NOTE 1- the structure of the list below is derived from the many discussions that we had with partners across the globe. NOTE 2- this list is in no specific order. NOTE- some problem statements are “restricted problem statements”. These are available in this document with red title but the registration to the regional host’s website to such problem statements and data are subject to conditions set forth by the Regional host. E.g. currently the problem statements offered by AIIA-ITU challenge are restricted problem statements and are available only to Chinese citizens with authorized Chinese identification. NOTE- some problem statements use “restricted data” which is available only under a certain conditions set forth by the Regional host. 5. Resources NOTE 1- the structure of the list below is intentionally kept simple for our partners to easily add or change it. The structure is as below: <> NOTE 2- this list is in no specific order. [RayMobTime] Data set: Raymobtime is a collection of ray-tracing datasets for wireless communications. HYPERLINK "https://www.lasse.ufpa.br/raymobtime/" https://www.lasse.ufp

FAQs

What purpose do these references serve for the ITU ML5G global challenge?

They compile and classify challenge-related resources so they can be used by all partners when discussing, disseminating, and preparing contributions.

What should challenge problem statements focus on?

They should be aligned with the challenge theme/tracks, provide sufficient intellectual challenge while remaining practical within the challenge period, and address industry short-term pain points while pointing to long-term research directions.

How are the provided resources supposed to be added and formatted?

Partners are invited to add pointers to relevant private and public resources, using a simple structure: resource type, a one-line description, a link, and contact information.

Sep 1, 2026

Upload by 8796093062539