2014 · 85 citations · 3 references
EngineeringComputer EngineeringElectrical EngineeringMachine LearningMicroelectronicsSemiconductor DevicesDevice CharacterizationDevice ModelingDevice SimulationDistortion AnalysisIntegrated Circuit DesignNonlinear Circuit AnalysisActive Device CharacterizationField-effect Transistor SimulationGallium Nitride (Gan) MaterialsGallium Nitride Power DevicesIntermodulation AnalysisIntermodulation DistortionNonlinear Device CharacterizationWaveform Measurement
A complete nonlinear characterization and modeling flow for modern GaN transistors is presented. Features include a new active-source injection based waveform measurement HW/SW system built around an NVNA, an extended artificial neural network (ANN) training infrastructure for coupled electro-thermal and trap-dependent model constitutive relations, and the native implementation in a commercial simulator. The model is validated by detailed comparisons to measured data for an advanced mm-wave 150 nm 6×60μm GaN HFET manufactured by Raytheon Integrated Defense Systems. Excellent results are achieved for DC, S-parameters, harmonic and intermodulation distortion, and load-pull figures of merit, over a very wide range of bias conditions, complex loads, powers, and frequencies.
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Olivier Jardel, Fabien de Groote, Tibault Reveyrand et al. · IEEE Transactions on Microwave Theory and Techniques · 2007 · 291 citations
David E. Root · IEEE Microwave Magazine · 2012 · 109 citations