Post by Global 5G Evolution
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Shadi Hayani presents on "AI-driven Optimization for Satellite IoT and 5G Non-Terrestrial Networks (NTN)," emphasizing the transition from reactive, rule-based systems to predictive, real-time adaptive networks. He highlights that while 5G standardization (Releases 17 and 18) is unlocking new use cases in maritime, aviation, and disaster recovery, NTN introduces unique complexities like Doppler shifts, high mobility of cell towers (satellites), and intermittent connectivity that traditional optimization cannot manage. Hayani explains that AI transforms these challenges by anticipating issues like rain fade or link degradation before they impact users and by using digital twins to simulate and identify optimal network configurations in a risk-free virtual environment. Ultimately, he concludes that the primary bottleneck for these AI models is not the algorithms themselves but the management of massive, dynamic data pipelines required to maintain reliable connectivity in highly distributed space environments. We are building a great community focused #global5Gevolutionโyou can subscribe to the channel (link in comments!). For full video presentation๐ https://lnkd.in/gnP__FMq Join the ๐๐น๐ผ๐ฏ๐ฎ๐น ๐ฑ๐ ๐ก๐ง๐ก ๐๐ผ๐บ๐บ๐๐ป๐ถ๐๐ now! ๐ฉ ๐Group Link: https://lnkd.in/gmzR7r6Z