AI-Driven EDA 6G Research

Demos

This video introduces WirelessPro, a cutting-edge simulation platform designed to support advanced 6G research and 5G Non-Terrestrial Network (NTN) development. WirelessPro addresses one of the most critical challenges in wireless system design: accurately modeling and simulating complex communication environments.

 

At the heart of WirelessPro is its ability to incorporate AI-based channel estimation, using techniques such as convolutional neural networks (CNNs). These models are trained on real-world data to improve the accuracy of channel predictions, which is essential for validating system performance under dynamic and unpredictable conditions.

 

Once the AI-driven channel estimation is complete, WirelessPro enables users to evaluate key performance metrics such as:

  • MMSC (Mean Mutual Information per Subcarrier)
  • Throughput vs. SNR (Signal-to-Noise Ratio)

 

The demo highlights a satellite bent-pipe system simulation, showcasing signal transmission from a ground station to a satellite and back to a receiver on Earth. This setup reflects real-world NTN scenarios, where propagation effects and environmental complexity must be carefully modeled to ensure reliable connectivity.

 

WirelessPro’s system build capabilities allow users to define satellite and ground station coordinates, automatically incorporating propagation effects such as Doppler shift, delay spread, and path loss. This makes it an ideal tool for simulating NTN links and validating performance across various orbital configurations.

 

Another key feature is WirelessPro’s integration with Keysight’s VSA (Vector Signal Analysis) software, the same platform used in Keysight signal analyzers. This seamless connection enables users to transition from simulation to measurement, ensuring consistency across design, validation, and test workflows.

 

From component-level modeling to full-system simulation, WirelessPro provides a comprehensive environment for researchers and engineers working on next-generation wireless technologies. Whether you're exploring 6G use cases, validating 5G NTN links, or developing AI-enhanced signal processing algorithms, WirelessPro delivers the tools needed to accelerate innovation and ensure robust system performance.

 

For more on Keysight's 6G Solutions, visit https://www.keysight.com/us/en/industry-solutions/6g.html.