RCR Wireless News’ Post

Out of all potential #AI use cases for #telcos, network use cases appear to be the most valuable, including enhancing traffic management & optimizing massive #MIMO beam steering. By organizing radio loads and user groups, AI is not only boosting efficiency but also paving the way for a more connected future.

I recently had the opportunity to chat with Alexander Lawrence from 6GWorld about the nuanced role of artificial intelligence and machine learning in 5G-Advanced and the ongoing evolution towards 6G. One key takeaway: while AI/ML integration is still evolving, foundational work is already underway in 3GPP Releases 18 and 19, with its potential gradually being realized as we move towards 6G. Are you curious about AI and ML’s impact on the future of wireless? Check out our full conversation below. AI and ML in 6G: Next big thing, or just an overhyped bust? What’s your take? #6G #5GAdvanced #AI #MachineLearning #WirelessCommunication #3GPP #makeideasreal #expertisedelivered Rohde & Schwarz Wireless Communications

While some may label AI as over-hyped, the wireless industry has quietly integrated machine learning-based network orchestration and management in recent years. However, the term 'Network AI' may not fully capture the ongoing shift towards more pervasive use of AI in 5G-Advanced and future 6G networks. In a recent article by 6GWorld, our expert Andreas Roessler delves into the current state of AI in 5G-Advanced and explores what the future might hold for 6G. The piece highlights AI's growing role in shaping cellular networks, particularly through initiatives like the AI-RAN Alliance. 🚀 Learn more about how the support of an AI-native air interface in 6G networks may transform the future: http://ms.spr.ly/6047lSXAt #MakeIdeasReal #WirelessCommunications #6G #AI

A recent study underscores a projected capacity gap in dense urban areas by 2027-2029, which AI/ML techniques could mitigate, potentially improving uplink and downlink performance by 20-30%, while AI is viewed as a valuable tool for enhancing overall user experience and reducing Total Cost of Ownership by $0.08/GB for mobile operators. https://lnkd.in/dp5a9QjZ

UKTIN's research into telco AI suggests data fragmentation and patch-like approach to applying models are among the main hurdles. Read more on Light Reading:

🔊 Lee Myall, CEO of Neos Networks, writes for Total Telecom on the vital importance of telecom networks for the success of AI. #artificialintelligence Check out the full article below ⬇

Very interesting. Whatever you are using to connect with the outside world, whether it be Zoom, or Teams, or VoIP, all of it can only work as well as your internet connection allows. Now throw AI into the mix! Don't struggle with your internet connection. Ask us how we can help if you're currently pulling your hair out with yours!! #isp #internetserviceprovider #leasedlines #connectingpeople #buildingrelationships #internetcentral

https://cirries.com (Network Edge Visibility) With state-of-the-art ML anomaly detection models, our products identify issues faster and learn from them, constantly improving their predictive capabilities for a more innovative, efficient network monitoring experience. #ai #5g #machinelearning

How are AI and machine learning reshaping the landscape of wireless cellular networks, particularly in the era of 5G and beyond? 🌐 Chris Pearson, President of 5G Americas, recently shared his insights, outlining how AI/ML technologies are transforming the field. Here's a quick dive into the core concepts and future potential: Historical Integration: AI/ML isn't new to wireless networks but has seen significant evolution, especially with 5G technologies. It's been pivotal for network optimization, predictive maintenance, and enhancing security. Generative AI’s Unique Edge: Diverging from traditional AI, Generative AI excels in creating new, human-like content. It leverages models like GANs and transformers to produce original data instances, expanding AI's creative and practical applications significantly. Enhanced User Experiences and Network Management 📱: AI/ML, particularly Generative AI, promises to revolutionize customer service through advanced chatbots and streamline network operations by translating natural language commands into technical actions. Looking Ahead: The potential impacts of Generative AI on network planning, deployment, and management are vast. From reprogramming network operations to optimizing spectrum management, AI/ML stands to offer unprecedented efficiency and innovation. In my view, the intersection of AI/ML and wireless cellular networks marks a pivotal moment in technological progress. As we look to the future, the continued integration of AI/ML into wireless networks holds the promise of more resilient, efficient, and user-centric telecommunications infrastructure. How do you envision the future of wireless network planning, deployment, and management with the widespread adoption of AI and ML technologies? Share in the comments 🔽 #AI #MachineLearning #5G #WirelessNetworks #TechnologyTrends #FutureOfTech

Curious about how #AI is transforming #OpenRAN? This article breaks down the key benefits and technological advancements AI brings to the table, from improved network efficiency to enhanced scalability. Check it out >> https://lnkd.in/g7VdksqM