During her time at UIUC, Xiong and her advisers discovered a method to model the X-Parameter, which is a mathematical representation of nonlinearity in frequency domain in microwave devices and systems. Their findings are revolutionary because X-parameters would have to be regenerated every time the input signal arbitrarily changed, and this is no longer necessary with their new model.
