One-Shot Learning for Modulation Format Identification in Evolving Optical Networks
Paper i proceeding, 2019

We report on the first successful application of one-shot machine learning scheme that identifies new modulation formats based on a single constellation diagram without re-training. 100% accuracy is achieved when expanding from 2 to 5 supported modulation formats.

Machine vision

Machine learning

Modulation

Fiber optics communications

Författare

Carlos Natalino Da Silva

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Optiska nätverk

Aleksejs Udalcovs

RISE Acreo

Lena Wosinska

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Optiska nätverk

Oskars Ozolins

RISE Acreo

Marija Furdek Prekratic

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Optiska nätverk

JW4A.2

OSA Photonic Networks and Devices
San Francisco, CA, USA,

Ämneskategorier

Telekommunikation

Datorsystem

Mer information

Senast uppdaterat

2019-07-19