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

Claim 0:
1. A test and measurement system, comprising:
a test and measurement device;
a connection to allow the test and measurement device to connect to an optical transceiver; and
one or more processors, configured to execute code that causes the one or more processors to:
set operating parameters for the optical transceiver to reference operating parameters by sending the reference operating parameters to the optical transceiver;
acquire a waveform from the optical transceiver;
repeatedly execute the code to cause the one or more processors to set operating parameters and acquire a waveform, for each of a predetermined number of sets of reference operating parameters;
build one or more tensors from the acquired waveforms;
send the one or more tensors to a machine learning system to obtain a set of predicted operating parameters;
set the operating parameters for the optical transceiver to the predicted operating parameters by sending the predicted operating parameters to the optical transceiver; and
test the optical transceiver using the predicted operating parameters by receiving a waveform from the optical transceiver to determine whether the optical transceiver passes or fails.