Title:
WIRELESS COMMUNICATION METHOD USING ON-DEVICE LEARNING-BASED MACHINE LEARNING NETWORK
Document Type and Number:
WIPO Patent Application WO/2021/235572
Kind Code:
A1
Abstract:
Disclosed is a wireless communication method using an on-device learning-based machine learning network. A method according to one embodiment of the present specification comprises the steps of: generating a learning list on the basis of one or more location samples collected while a terminal communicates through a network; when an event associated with any one of one or more first items included in the learning list is detected, obtaining training data for updating, to a second machine learning network, a first machine learning network to be applied to a receiver of the terminal; and updating the first machine learning network by using the training data, and thereby the method provides a wireless communication service adaptive to an actual communication environment. A system including at least one processor of the present specification may be associated with an artificial intelligence module, a drone (unmanned aerial vehicle (UAV)), a robot, an augmented reality (AR) device, a virtual reality (VR) device, devices related to 5G services, etc.
Inventors:
LEE JONGKU (KR)
KIM ILHWAN (KR)
JUNG IKJOO (KR)
KIM ILHWAN (KR)
JUNG IKJOO (KR)
Application Number:
PCT/KR2020/006661
Publication Date:
November 25, 2021
Filing Date:
May 21, 2020
Export Citation:
Assignee:
LG ELECTRONICS INC (KR)
International Classes:
H04B7/0413; G06N3/08; H04B17/318; H04B17/336
Domestic Patent References:
| WO2019120487A1 | 2019-06-27 | |||
| WO2016001473A1 | 2016-01-07 | |||
| WO2017052709A2 | 2017-03-30 |
Foreign References:
| US20120202538A1 | 2012-08-09 | |||
| KR20080019593A | 2008-03-04 |
Attorney, Agent or Firm:
ROYAL PATENT & LAW OFFICE (KR)
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