Presentation
AI-Enabled High-Fidelity Power Amplifier Behavioral Modeling with Commercial EDA Tools
DescriptionThis paper presents an advanced AI methodology for building a high-fidelity power amplifier behavioral model using Keysight commercial EDA tools SystemVue and Advanced Design System (ADS), in conjunction with AI-enabled modeling techniques. The example device is a power amplifier circuit modeled within ADS, which a corresponding behavioral model is developed in form of a neural network. Training data for the neural network model is generated through co-simulation between SystemVue and ADS, ensuring consistency and accuracy. The resulting behavioral model not only achieves high modeling accuracy but also enables the characterization of transient circuit behavior and supports operation within a broad power range. Once developed, the model can be seamlessly imported into system-level simulation for performance verification and subsequent system-level design.
Event Type
Engineering Poster
TimeMonday, July 275:00pm - 6:00pm PDT
LocationDAC Pavilion, Exhibit Floor
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