AI/ML for 6G: A revolution in signal processing?

Machine learning (ML) has achieved tremendous success in a wide range of applications, such as image and video recognition, object detection and natural language processing. Recently, researchers and key industry players have been investigating the native support of AI/ML-based models and algorithms for signal processing in the future 6G air interface. The initial focus will be on the receiver part as the concept of a neural receiver is widely implemented and analyzed. Simulations show a performance gain compared to traditional concepts, but open questions remain: Will the use of AI/ML revolutionize the next generation of wireless communications? What is required to achieve the full potential of AI/ML-based signal processing, and what is the role of test and measurement solutions within the broader context? This presentation will address these questions and more.