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Beyond the Lab Mobile FPGA Prototyping Transforms Automotive Testing

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We spend months validating Advanced Driver Assistance Systems (ADAS) features in the lab, only to discover new issues during road testing,” confides a lead engineer at a major autonomous vehicle manufacturer. This gap between lab-based verification and real-world performance represents one of the automotive industry’s most persistent challenges.

Siemens Veloce proFPGA QUAD: Moving ADAS verification from lab environments to real-world driving conditions

Design teams developing ADAS face a critical challenge: how to verify complex algorithms under actual driving conditions. Traditional lab-based testing, while sophisticated, often misses critical real-world scenarios like sensor interference from unexpected weather conditions or complex multi-object detection scenarios.

Siemens transformed this challenge with the Veloce proFPGA QUAD system by enabling:

  • Host-less Operation: Unique embedded runtime enables autonomous system operation without requiring a connected host computer, crucial for in-vehicle testing
  • Robust Mechanical Design: Purpose-built for in-vehicle deployment with construction that ensures reliable operation in automotive environments
  • Accelerated Development: Enables ADAS software development and verification in real vehicle environments
  • Real-time Processing: Handles complex multi-sensor inputs from cameras, radar, and Light Detection and Ranging (LiDAR) under actual driving conditions

A leading autonomous car manufacturer’s implementation delivered significant results:

  • Real-time verification under actual driving conditions
  • Immediate feedback from road testing
  • Enhanced safety validation capabilities
  • Reliable operation in challenging vehicle environments
  • Simplified deployment through automated setup

The host-less operation and robust mechanical design accelerated ADAS development by finding critical issues early through actual road testing, surpassing both lab simulations and static sensor testing. This transformed months of lab testing into real-world validation.

Ready to take your automotive testing on the road? Contact us to learn how Siemens enables real-world ADAS validation with mobile FPGA prototyping. Click here for more information.

Zaid Rodriguez

Zaid is a Technical Product Manager for Hardware-Assisted Verification (HAV) at Siemens EDA. His career spans roles from microprocessor designer to product marketing at companies including Mentor Graphics, Verplex, Jasper Automation, Cadence, Atrenta and Arteris IP. He holds two patents in Battery Management Systems, earned his BEEE and MEEE from City College of New York, and enjoys playing golf on the weekends.

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This article first appeared on the Siemens Digital Industries Software blog at https://blogs.sw.siemens.com/hardware-assisted-verification/2025/10/17/beyond-the-lab-mobile-fpga-prototyping-transforms-automotive-testing/