TeraVM AI RSG

NITRO 无线产品

更智能的 AI。更快的部署。真实的结果。
TeraVM AI RSG

使用业界最先进的 AI 驱动的 RAN 场景生成器 VIAVI TeraVM AI RSG，加速您的 RAN 中的 AI。通过生成真实、可扩展和多样化的网络场景，为 AI RAN 学习创建高质量的 RAN 数据集。满怀信心地训练、测试和验证 rApp、xApp 和 AI 模型。

对于通信服务提供商 (CSP) 和供应商而言，这意味着：

  • 更好的 AI 性能和逼真的数据集。
  • 自动化场景生成带来更快的创新周期。
  • 在上线之前，降低在真实环境中的部署风险。
  • 通过运行数万次迭代来优化应用程序。


 

AI RSG Pyramid

什么是 AI RSG？

TeraVM AI RSG 使用合成和真实的网络 KPI，将网络数据转化为高保真测试环境（城市、乡郊、静态或移动）。它可以让您在 AI 驱动的应用程序进入网络之前对其进行建模、压力测试和优化。

使用此工具，您可以：

  • 使用嵌入的异常再现真实世界的挑战。
  • 根据服务质量、能效和可靠性对 AI 模型进行基准测试。
  • 运行数千个场景以尽早发现问题。

 

高质量场景数据为何重要

AI 的好坏取决于它接受训练的数据。

  • 数据差，AI 性能就差。
  • 专业、真实的数据集为您带来竞争优势。
  • 自动生成意味着您可以大规模测试，无需手动设置。

核心功能

  • 混合数据层 – 将历史趋势与实时 KPI 相结合，以获得真实的训练数据集。
  • 场景生成引擎 – 模拟具有可调参数和异常的各种网络条件。
  • 应用程序验证和洞察 – 通过深度诊断，跨关键指标衡量 AI 应用的性能。
  • 无线场景数字孪生 – 用于高级测试和优化的完整虚拟副本。
  • 优质数据集创建 – 导入真实世界的地图、配置和建筑数据，以进行逼真的模拟。

无缝集成，面向未来

  • Python API – 在虚拟和真实环境中运行相同的代码。
  • 云原生 – 部署在 GCP、Azure 和 AWS 上。
  • Open RAN 验证 – 支持近实时和非实时 RIC 测试。

为什么选择 VIAVI TeraVM AI RSG？

  • 逼真的网络数字孪生，用于精确建模。
  • 用于 SON、rApp 和 xApp 训练的高质量数据集。
  • 灵活的 UE、流量和小区类型配置。
  • 为现代 AI 开发构建的可扩展架构。
AI RSG Features

What is the AI RSG?

AI RSG is a complete software ecosystem for RAN development and validation. Built around a city-scale digital twin engine calibrated by both synthetic and real-world data, it integrates four layers: 

  • The AI RSG simulation engine, 
  • The ADK developer SDK, 
  • The AVE automated validation engine, and 
  • An embedded Claude AI assistant for natural language access 

This gives every team, from network engineers to app developers, immediate productive access to a full RAN digital twin.

  • Simulate city-scale RAN with up to 100K cells and 1M+ UEs, including 3D GIS and 3GPP mMIMO raytracing.
  • Develop and test xApps and rApps with a Python SDK and seed-based reproducibility — no hardware, no approvals.
  • Validate automatically with AVE’s KPI scoring engine, issuing pass/fail verdicts for CI pipelines.
  • Analyse with AI — ask Claude to configure scenarios, generate code, or diagnose KPI results in plain English.

High-Quality Scenario Data Matters

AI RSG goes beyond dataset creation. Where other tools stop at synthetic data, AI RSG covers the complete development and validation lifecycle — from generating labeled training datasets for AI/ML models, to validating closed-loop xApp decisions at scale, to automated O-RAN compliance testing on every code commit. One platform. Every stage.

Seamless Integration & Future-Ready

  • Python ADK: run the same code in development and production environments.
  • Cloud-native: deploy on GCP, Azure, AWS, or air-gapped on-premise for defence environments.
  • Full O-RAN fidelity: native E2AP, O1 NETCONF, and A1 interfaces; integrates with existing SMO, RIC, and Grafana infrastructure without reconfiguration.
  • NTN-ready: supports terrestrial and non-terrestrial network architectures.

Core Capabilities

  • AI RSG Digital Twin Engine: city-scale RAN simulation with 3D GIS scenarios, AODT raytracing, and full O-RAN interface fidelity.
  • ADK Developer SDK: Python-based RAN control and KPI querying, running at 100x real-time with seed-based scenario replay.
  • AVE (App Validation Engine): automated KPI scoring, dataset generation, and CI pass/fail verdicts for xApp and rApp development.
  • Claude AI Assistant: natural language scenario configuration, ADK code generation, and results analysis; no RAN expertise required.
  • Real-World Calibration: ingests live data from field instruments and cell traces to continuously calibrate the twin toward full network self-awareness.

Why Choose VIAVI TeraVM AI RSG?

  • The only platform covering the full AI RAN lifecycle, from data generation to autonomous network validation.
  • City-scale fidelity without physical infrastructure: 100K cells, 1M+ UEs, live in under an hour.
  • Serves every need CSPs, RAN vendors, app developers, researchers, and defense organizations.
  • Accelerates L0–L5 autonomy: the validation backbone at every step of the TM Forum autonomous network journey.
  • Built for what’s next — 4G, 5G, 6G, O-RAN, purpose-built, and non-terrestrial networks.

Who Else Benefits?

AI RSG Benefits
AI-RSG White Paper

RAN Scenario Generators and Their Critical Role for Future-Proofing AI-Native RAN

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Tried and Tested Expert Talks

Tried and Tested Expert Talks Season 2: Episode 1

Datasets for AI RAN

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  • Repair and Calibration

    Our products live in rugged environments for more than 10 years with 1000s of test connect/disconnect cycles.  We will be there to support you to ensure components that require maintenance like connectors, batteries, and software updates are ready to test accurately for years to come. We apply factory procedures fast, automated calibration and functional verification, maintenance using OEM parts, and the application of all engineering change orders and software updates. Services are available through contract Care plans, FleetCare or per incident as requested. 

    Top 4 Reasons to Choose VIAVI for Your Repair and Calibration Needs:

    • Minimize business disruption
    • Budget
    • Measurement Accuracy and Product Reliability
    • Measurement Compliance, TL9000 certification and OEM Standards

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