Core Insights - Keysight Technologies and Qualcomm Technologies are collaborating to enhance Radio Frequency (RF) digital twins for massive MIMO development in 5G-Advanced and emerging 6G networks, aiming to reduce deployment risks and accelerate innovation [1] Group 1: Collaboration and Technology Development - The partnership focuses on creating high-precision RF digital twins that link digital simulations with real-world measurements, allowing manufacturers to better predict and optimize massive MIMO performance before deployment [1] - The collaboration will be showcased at Mobile World Congress 2026, demonstrating a photorealistic RF digital twin of Qualcomm's massive MIMO prototype network [1] Group 2: Performance Validation and AI Integration - The RF digital twin will help bridge the gap between simulation and real-world performance, capturing site-specific effects and validating results through comparisons with lab-based testbeds [1] - The validated workflow will support the generation of high-quality channel datasets for training AI/machine learning techniques, enhancing adaptive beam management and precoding optimization [1] Group 3: Industry Impact and Future Directions - The collaboration is expected to improve confidence in the performance of massive MIMO algorithms in real deployments, which is crucial as the industry integrates AI into radio access networks [1] - Keysight's advanced channel emulation combined with raytraced digital twins will enable customers to predict massive MIMO behavior, thereby reducing risks and accelerating the development of AI-native 6G networks [1]