OPTICAL TRANSCEIVER TUNING USING MACHINE LEARNING

OPTICAL TRANSCEIVER TUNING USING MACHINE LEARNING

A method of training a machine learning system to determine operating parameters for optical transceivers includes connecting the transceiver to a test and measurement device, tuning the transceiver with a set of parameters, capturing a waveform from the transceiver, sending the waveform and the set...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Tritschler, Heike, Yepez, Williams Fabricio Flores, Smith, Evan Douglas, Pickerd, John J
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION
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Beschreibung
Zusammenfassung:A method of training a machine learning system to determine operating parameters for optical transceivers includes connecting the transceiver to a test and measurement device, tuning the transceiver with a set of parameters, capturing a waveform from the transceiver, sending the waveform and the set of parameters to a machine learning system, and repeating the tuning, capturing, and sending until a sufficient number of samples are gathered.