1. A method of compensating for distortions introduced by an electronic device, comprising: receiving an input signal to a predistorter and an output signal from the electronic device; generating a first set of model coefficients based on a first predistorter model used in an adaptation circuit, the input signal to the predistorter, and the output signal; generating a second set of model coefficients for a second predistorter model by applying a conversion function to the first set of model coefficients, wherein the second predistorter model is used by the predistorter; adapting the predistorter based on the second set of model coefficients; and predistorting input signals to the predistorter based on the second predistorter model.