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Workshop on AI and Communication Systems

SweWIN hosted its third wireless innovation workshop, this time with the theme of artificial intelligence (AI) and Communication systems. This event was an occasion for the center to host participants at its new location (Malvinas väg 10, at KTH main campus) after moving from Kista in August 2025. 47 people attended the half-day workshop, where they had the opportunity to listen and engage with presenters who shared different perspectives and reflections on the relationship between AI and communication systems.

Keynote Speech from Mårten Sundberg
Keynote Speech from Mårten Sundberg

On October 15, the SweWIN center hosted a morning workshop (9.00 – 12.00) bringing together speakers from KTH and the industry partner Ericsson to discuss AI in wireless networks. There were attendees from most of the partners in the center. The gathering provided a platform for researchers to explore various thematics, beginning with a welcome address and an overview of the new SMART6GSAT center . Mårten Sundberg from Ericsson was the keynote speaker and presented his vision on how AI will shape the next generation of cellular technology, specifically focusing on 6G standardization and how it will lead to the first AI air interface, as well as the complexities involved in designing AI models in a network where the equipment comes from different vendors. The following sessions covered a range of advanced research topics, including the use of AI for over-the-air computation, personal reflections on its application in microwave and antenna simulations, and cutting-edge research on resilient and private distributed learning. The event concluded with a presentation on multi-agent deep reinforcement learning for energy saving in Cell-Free Massive MIMO Networks, showcasing the breadth of research within the center.

Details

Date: October 15, 2025, 9:00-12:00.

Place: Lecture room Q2 , Malvinas Väg 10 , 114 28, Stockholm

Agenda

9.00: Registration

9.20: Welcome address, Emil Björnson, SweWIN Center Director.

Welcome slides (pdf 2.2 MB)

9.30: SMART6GSAT center presentation, Cicek Cavdar (KTH)

Smart 6G Sat & RAI 6 Green (pdf 3.6 MB)

9.40: Keynote - "6G - the first cellular generation with an AI air interface?", Mårten Sundberg (Ericsson)

Will 6G be the first cellular generation with an AI air interface? (pdf 1.4 MB)

10.30: Coffee Break

11.00: AI in Wireless Networks: From Learning to Over-the-Air Computation, Carlo Fischione (KTH)

AI/ML in Wireless Networks (pdf 1.7 MB)

11.15: Personal Reflections on AI Use Cases in Microwave and Antenna Simulations, Oscar Quevedo-Teruel (KTH)

11.30: Towards Resilient, Secure, and Private Distributed Learning: A Coding-Theoretic Approach, Abolfazl Changizi

Towards Resilient, Secure, and Private Distributed Learning (pdf 1.2 MB)

11.45: Energy Saving for Cell-Free Massive MIMO Networks: A Multi-Agent Deep Reinforcement Learning Approach, Qichen Wang (KTH)

Energy Saving for Cell-Free Massive MIMO Networks (pdf 1.4 MB)

Pictures from the event