Patent ID: 11923895
Assignee: TEKTRONIX, INC.
Field: Telecommunications (Electrical engineering)
Classification: CPC H | IPC H

Claim 6:
7. A method to tune an optical transceiver, comprising:
connecting the optical transceiver to a test and measurement device;
setting operating parameters for tuning the optical transceiver to reference operating parameters by sending the operating parameters to the optical transceiver;
acquiring a waveform from the optical transceiver;
repeating the setting operating parameters and acquiring a waveform, for each of a predetermined number of sets of reference operating parameters;
building one or more tensors from the acquired waveforms;
sending the one or more tensors to a machine learning system to obtain a set of predicted operating parameters;
setting the operating parameters for tuning the optical transceiver to the predicted operating parameters by sending the predicted operating parameters to the optical transceiver; and
validating the predicted operating parameters by receiving a waveform signal from the optical transceiver.