MODEL SETTING DEVICE, MODEL SETTING SYSTEM, MODEL SETTING METHOD, AND MODEL SETTING PROGRAM

Title:

MODEL SETTING DEVICE, MODEL SETTING SYSTEM, MODEL SETTING METHOD, AND MODEL SETTING PROGRAM

Document Type and Number:

WIPO Patent Application WO/2023/152879

Kind Code:

A1

Abstract:

The present invention comprises: a generating unit (14) that acquires at least one among communication equipment-related information relating to a communication apparatus (2) and surrounding environment information relating to a surrounding environment of the communication apparatus, and generates a plurality of prediction models that predict the communication quality of the communication apparatus (2) on the basis of the acquired information; a selecting unit (16) that selects a plurality of prediction models to be used for predicting the communication quality on the basis of prediction results of the communication quality respectively obtained by the prediction models generated by the generating unit (14); and a synthesizing unit (17) that sets a synthesizing rule for synthesizing the plurality of prediction models selected by the selecting unit (16).

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Inventors:

NAGATA HISASHI (JP)
KUDO RIICHI (JP)
TAKAHASHI KAHOKO (JP)
OGAWA TOMOAKI (JP)

Application Number:

PCT/JP2022/005390

Publication Date:

August 17, 2023

Filing Date:

February 10, 2022

Export Citation:

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Assignee:

NIPPON TELEGRAPH & TELEPHONE (JP)

International Classes:

H04B17/373

Domestic Patent References:

WO2021171341A1	2021-09-02
WO2016047118A1	2016-03-31
WO2021205959A1	2021-10-14
WO2021038961A1	2021-03-04

Foreign References:

JP3667332B2	2005-07-06
JP2021077129A	2021-05-20
JP2021034056A	2021-03-01
JP2021067469A	2021-04-30
JP2021149640A	2021-09-27
JP2022003600A	2022-01-11
US20190207672A1	2019-07-04
US20210297171A1	2021-09-23

Other References:

TAKAYUKI NISHIO; HIRONAO OKAMOTO; KOTA NAKASHIMA; YUSUKE KODA; KOJI YAMAMOTO; MASAHIRO MORIKURA; YUSUKE ASAI; RYO MIYATAKE: "Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 26 March 2018 (2018-03-26), 201 Olin Library Cornell University Ithaca, NY 14853 , XP081573737, DOI: 10.1109/JSAC.2019.2933763

Attorney, Agent or Firm:

MIYOSHI Hidekazu et al. (JP)

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