Title:
DEVICE, METHOD, AND RECORDING MEDIUM FOR OPTIMIZING MODEL FOR ESTIMATION OF PARAMETER RELATED TO OPTICAL COMMUNICATION
Document Type and Number:
WIPO Patent Application WO/2022/244090
Kind Code:
A1
Abstract:
According to the present invention, in the device for optimizing a model for estimation of a parameter related to optical communication, a model acquisition means acquires a trained model. A data acquisition means acquires data from a terminal device. A model updating means updates the trained model in stages on the basis of the data to generate an updated model. A model output means outputs the updated model to an output destination device corresponding to the terminal device.
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Inventors:
KOBAYASHI YUJI (JP)
SAKAE YOSHIAKI (JP)
KONASHI TAKASHI (JP)
TAGATO HIROKI (JP)
NISHIOKA JUN (JP)
KODAMA JUN (JP)
ICHIHARA ETSUKO (JP)
SAKAE YOSHIAKI (JP)
KONASHI TAKASHI (JP)
TAGATO HIROKI (JP)
NISHIOKA JUN (JP)
KODAMA JUN (JP)
ICHIHARA ETSUKO (JP)
Application Number:
PCT/JP2021/018731
Publication Date:
November 24, 2022
Filing Date:
May 18, 2021
Export Citation:
Assignee:
NEC CORP (JP)
International Classes:
H04B10/07
Foreign References:
| US20190108445A1 | 2019-04-11 |
Other References:
LIU CHE-YU; CHEN XIAOLIANG; PROIETTI ROBERTO; YOO S. J. BEN: "Performance studies of evolutionary transfer learning for end-to-end QoT estimation in multi-domain optical networks [Invited]", JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, IEEE, USA, vol. 13, no. 4, 1 April 2021 (2021-04-01), USA, XP011831258, ISSN: 1943-0620, DOI: 10.1364/JOCN.409817
Attorney, Agent or Firm:
NAKAMURA, Toshinobu et al. (JP)
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