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Beyond Boolean: Smart Abstraction Choices in Mixed-Signal Verification

Conference: Verification Futures 2025 (click here to see full programme)
Speaker: Evgeny Vlasov
Presentation Title: Beyond Boolean: Smart Abstraction Choices in Mixed-Signal Verification
Abstract:

Mixed-signal verification faces an inherent trade-off between simulation accuracy, development effort, and execution speed. This paper presents a systematic methodology for selecting optimal abstraction levels in SystemVerilog modeling, demonstrated through practical case studies. The first example transitions from a SPICE-level operational amplifier to a structural SystemVerilog model using voltage-current-resistance (VIR) nettypes. We demonstrate how controlled sources and basic passive components can preserve essential analog characteristics while achieving a significant TAT speedup. We present how different abstraction choices impact:

  • Model development time
  • Verification coverage
  • Simulation performance
  • Accuracy of key parameters

Our methodology provides concrete guidelines for selecting abstraction levels based on verification requirements, available resources, and performance targets.

Speaker Bio:

Evgeny graduated from the Micro- and Nano-Electronics Institute at the Moscow Engineering Physics University. He spent eight years in the aviation industry as an analog design engineer and multi-chip module engineer before transitioning to the EDA industry. For the past six years, he has specialized in AMS verification and Functional Safety products, serving as both an FAE and a PE.

Key Points:
  • Define Verification Intent - Start with clear requirements for what behaviors and parameters must be preserved in the abstracted model
  • Ensure Ecosystem Fit - New models must integrate seamlessly with existing verification environment and tools
  • Balance Speed vs. Accuracy - Target optimal trade-off between simulation performance and model fidelity
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