DISTORTION PROBING REFERENCE SIGNALS: abstract simplified (18324005)

- The abstract describes methods, systems, and devices for wireless communications. - It mentions that a first device and a second device can communicate through a channel. - The first device generates and transmits a reference signal, which has a high peak to average power ratio. - In one implementation, the first device uses the reference signal as input for a neural network model to learn the nonlinear response of the second device's transmission components. - In another implementation, the second device samples the reference signal and uses the samples as input for a neural network model to learn the nonlinear response. - The first and second devices exchange signaling based on the learned nonlinear response. - Both devices compensate for the nonlinear response when communicating through the channel.