Verifying nonlinear analog and mixed-signal circuits with inputs
For designers of analog and mixed-signal circuits, this work provides a simulation-driven verification method that handles highly nonlinear ODEs, though it is incremental as it builds on existing sensitivity analysis.
The paper introduces a verification technique for nonlinear and hybrid models with inputs, leveraging precise sensitivity analysis for fixed input signals. Applied to CMOS digital circuit models, it rigorously establishes the connection between metastability recovery time and sensitivity.
We present a new technique for verifying nonlinear and hybrid models with inputs. We observe that once an input signal is fixed, the sensitivity analysis of the model can be computed much more precisely. Based on this result, we propose a new simulation-driven verification algorithm and apply it to a suite of nonlinear and hybrid models of CMOS digital circuits under different input signals. The models are low-dimensional but with highly nonlinear ODEs, with nearly hundreds of logarithmic and exponential terms. Some of our experiments analyze the metastability of bistable circuits with very sensitive ODEs and rigorously establish the connection between metastability recovery time and sensitivity.