The Potential of ML to Address Spatial Reuse in Future IEEE 802.11 WLANs | AI/ML IN 5G CHALLENGE

Channel:
Switzerland AI for Good
Subscribers:
19,700
Published on ● Video Link: https://www.youtube.com/watch?v=gSPy_PHbsc8


Duration: 0:00
330 views
5

Spatial Reuse (SR) is one of the techniques that is gaining more attention in next-generation IEEE 802.11 standards. SR was firstly introduced in the IEEE 802.11ax (11ax) as a decentralized mechanism, but it is now evolving with IEEE 802.11be (11be) thanks to the multi Access Point (multi-AP) feature. In both cases, SR aims at increasing the number of parallel transmissions in an Overlapping Basic Service Set (OBSS) by applying sensitivity adjustment and transmit power control. In this talk, we provide an overview of both 11ax and 11be SR mechanisms and discuss two problem statements for the ITU AI Challenge, where participants must harness the potential of Machine Learning (ML) to solve a relevant problem in communications such as the SR one.

Website: https://aiforgood.itu.int/
Twitter: https://twitter.com/ITU_AIForGood
LinkedIn Page: https://www.linkedin.com/company/26511907
LinkedIn Group: https://www.linkedin.com/groups/8567748
Instagram: https://www.instagram.com/aiforgood
Facebook: https://www.facebook.com/AIforGood



Other Videos By AI for Good


2021-05-24Developing Girl’s Digital and AI Skills for More Inclusive AI for All | AI FOR GOOD WEBINARS
2021-05-24Inteligencia artificial para prevención de ataques cardíacos: Iker Casillas, ganador Copa del Mundo
2021-05-24AI for Heart Attack Prevention: Iker Casillas World Cup Winning goalkeeper Testimonial | AI for Good
2021-05-23Graph Neural Networking Challenge: Creating a Scalable Network Digital Twin | AI/ML IN 5G CHALLENGE
2021-05-20Smart Cities, Smart Mobility: Exploring AI for Future Communities | AI FOR GOOD ON THE GO!
2021-05-19Trustworthy AI: Poisoning Attacks on AI | AI FOR GOOD DISCOVERY
2021-05-17RoboCup is RoboCup, What’s That? | AI FOR GOOD PERSPECTIVES
2021-05-13Towards Cognitive Autonomous Networks (5G and Beyond) | AI/ML IN 5G CHALLENGE
2021-05-12Pro-footballer Iker Cassilas on the AI that saved his life | AI FOR GOOD KEYNOTES
2021-05-10Satellite Data Analysis and Machine Learning Classification with QGIS – Pt. 2 | AI FOR GOOD WEBINARS
2021-05-06The Potential of ML to Address Spatial Reuse in Future IEEE 802.11 WLANs | AI/ML IN 5G CHALLENGE
2021-05-03AI for Good in Action – Crowdsourcing AI for Future Resilience – Part 3 | AI FOR GOOD WEBINARS
2021-04-28Multidevice Localization with mmWave Signals in Factory Environments | AI/ML in 5G Challenge
2021-04-28Trustworthy AI: Adversarial Attacks and Defences | AI FOR GOOD DISCOVERY
2021-04-26Satellite Data Analysis and Machine Learning Classification with QGIS Part 1 | AI FOR GOOD WEBINARS
2021-04-26Geospatial AI/ML Applications and Policies – A Global Perspective | AI FOR GOOD WEBINARS
2021-04-26AI for Heart Attack Prevention | AI FOR GOOD
2021-04-25Towards Autonomous 6G Networks and the Role of Advanced ML Techniques | AI/ML in 5G Challenge
2021-04-22AI for Good 2020 Highlights | AI FOR GOOD
2021-04-21Trustworthy AI: Steps Toward Trustworthy Machine Learning | AI FOR GOOD DISCOVERY
2021-04-20Malware and Machine Learning – A Match Made in Hell | Mikko Hyppönen | AI for Good