6G cellular networks will be extremely complex systems that must meet many competing requirements in a large variety of environments and use cases. A key enabling 6G technology will be deep learning,

6G cellular networks will be extremely complex systems that must meet many competing requirements in a large variety of environments and use cases. A key enabling 6G technology will be deep learning, which can unlock previously hidden system-level gains, particularly by effectively learning custom site-specific communication techniques that are optimally adapted for each cell-site. Prof. Jeffrey Andrews will present a short summary of some of his group’s recent discoveries and technologies based on deep learning (DL) that demonstrate a large potential impact in 6G. The first is a novel and practical approach for beam alignment in millimeter wave and THz bands that can achieve a phenomenal speed up, at least 10x and in some cases approaching 1000x, by sensing and exploiting unique aspects of the environment. The second is a new architecture for estimating high dimensional channels by harnessing the expressive power of deep generative networks to develop a custom model of each cell’s channel distribution. The third is a site-specific multicell optimization that rapidly learns near-optimal global settings for each base stations antenna arrays, a problem that is completely intractable using conventional techniques. It is trained and tested on AT&T’s commercial simulation platform and shows large gains over existing 3GPP approaches. Speaker: Jeffrey Andrews, The University of Texas at Austin, USA Moderators: Ian F. Akyildiz, Editor-in-Chief, ITU Journal on Future and Evolving Technologies (ITU-J FET) Alessia Magliarditi, ITU Journal and ITU-T Academia Coordinator, International Telecommunication Union (ITU) This webinar is organized by the ITU Journal on Future and Evolving Technologies (ITU J-FET), an international journal providing complete coverage of all communications and networking paradigms, free of charge for both readers and authors. The ITU Journal considers yet-to-be-published papers addressing fundamental and applied research. Open topics for future research will be discussed. See more information on the ITU Journal webinar series and the open Calls for Papers for the upcoming ITU Journal’s issues here. 👉 Discover the ITU Journal on Future and Evolving Technologies (ITU J-FET) here: https://itu.int/en/journal/j-fet/ 📅 Explore the full ITU Journal webinar series programme here: https://itu.int/en/journal/j-fet/webinars/ #ITU #ITUJFET

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AASHE 2013 Opening Ceremony & Raj Patel Keynote speaker. 

Raj Patel is an award-winning writer, activist and academic.He's a Research Professor in 
the Lyndon B Johnson School

AASHE 2013 Opening Ceremony & Raj Patel Keynote speaker. 

Raj Patel is an award-winning writer, activist and academic.He's a Research Professor in 
the Lyndon B Johnson School of Public Affairs at the University of Texas, Austin and a 
Senior Research Associate at the Unit for Humanities at Rhodes University (UHURU), 
South Africa.