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PA Modeling and DPD Learning

  1. PA Model: Trained an LSTM model to learn the nonlinear input–output behavior and memory effects of a power amplifier.

  2. DPD Model: Developed a second LSTM model for digital predistortion with the help of the frozen PA model to improve the linearity.

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Deep Learning-based Digital Predistortion for Power Amplifiers

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