释放由 AI 驱动的 RAN 智能.pdf

1、Unleashing RAN Intelligence Powered By AIMobile Test Summit,2025AI in ActionKuntal Chowdhury,6G Technology Evangelist and Developer Relations AI-Driven 6G BlueprintsTransforming TelcoNetwork Fabric for AI AI Inferencing Everywhere Multi-purpose/AI-RAN Infrastructure AI-Grid/AIaaSBeyond Connectivity

2、Multi-modal sensing and comms Semantic Communications Applications and APIsExtreme Efficiency Spectral Efficiency Energy Efficiency Operational Efficiency with Agentic AIAI-Driven RAN EfficiencyKey CapabilitiesNeural RAN Algorithms(AI-for-RAN)X-Factor Spectral Efficiency&Energy EfficiencyAgentic AI

3、Core and AIOpsAgents to run 6G Network&Autonomate Operations Extreme MIMO,Spectrum AggregationXL Radio Arrays,Unified Spectrum Giga bandExample:Spectral Efficiency Goals(Perf/Watt)with AIAI Agents,AI Blueprints AI Data PipelineAI Models,Large T elco ModelsDigital TwinsLooking Beyond ConnectivityKey

4、CapabilitiesMulti-Modal Sensor Fusion Integrated Sensing and Communications(ISAC)External Apps IntegrationNetwork Exposure,Real-time L1 Integration,Agent ProtocolsSemantic CommunicationsDelivering Meaning,Application specific OptimizationsSatellite/NTNLiDARRADARRGB/IR5G/6G RFWi-FiCoreRAN AIOpsApplic

5、ation Raw DataSemantic&Channel EncoderPhysical ChannelSemantic&Channel DecoderGoal Oriented InformationVRAN As A Distributed Global AI Inference EngineKey CapabilitiesAI Inferencing EverywhereStateless Microservices,Optimized for any computeMulti-purpose AI and RAN InfrastructureSoftware-Defined,Any

6、 Workload,Any DeploymentAI Grid Enabling AI-aaSIntra/Inter-Network Orchestration of AI workloadsComputer VisionVision LanguageRAGDigital HumanLanguageTokensTokensNVIDIAs Intelligent RAN VisionIntelligence in every layer AI-Native RAN Site-specific AI/ML,for:Higher spectral efficiency Lower energy co