Title:
METHOD BY WHICH RECEPTION DEVICE PERFORMS END-TO-END TRAINING IN WIRELESS COMMUNICATION SYSTEM, RECEPTION DEVICE, PROCESSING DEVICE, STORAGE MEDIUM, METHOD BY WHICH TRANSMISSION DEVICE PERFORMS END-TO-END TRAINING, AND TRANSMISSION DEVICE
Document Type and Number:
WIPO Patent Application WO/2023/136375
Kind Code:
A1
Abstract:
A reception device may perform end-to-end training in a wireless communication system. The reception device may: receive transmission neural network information including configuration of a transmission neural network from a transmission device; receive a plurality of training symbols for the transmission neural network from the transmission device; determine a gradient for the transmission neural network on the basis of the transmission neural network information and the plurality of training symbols; and feed the gradient back to the transmission device.
Inventors:
KIM YEONGJUN (KR)
LEE SANGRIM (KR)
KIM BONGHOE (KR)
LEE KYUNGHO (KR)
LEE SANGRIM (KR)
KIM BONGHOE (KR)
LEE KYUNGHO (KR)
Application Number:
PCT/KR2022/000623
Publication Date:
July 20, 2023
Filing Date:
January 13, 2022
Export Citation:
Assignee:
LG ELECTRONICS INC (KR)
International Classes:
G06N3/04; G06N3/08
Domestic Patent References:
| WO2021075735A1 | 2021-04-22 | |||
| WO2021225294A1 | 2021-11-11 |
Foreign References:
| KR102313626B1 | 2021-10-15 | |||
| KR20200129457A | 2020-11-18 |
Other References:
REZAIE SAJAD; AMIRI ABOLFAZL; DE CARVALHO ELISABETH; MANCHON CARLES NAVARRO: "Deep Transfer Learning for Location-Aware Millimeter Wave Beam Selection", IEEE COMMUNICATIONS LETTERS., IEEE SERVICE CENTER, PISCATAWAY, NJ., US, vol. 25, no. 9, 21 June 2021 (2021-06-21), US , pages 2963 - 2967, XP011876871, ISSN: 1089-7798, DOI: 10.1109/LCOMM.2021.3091120
Attorney, Agent or Firm:
KBK & ASSOCIATES (KR)
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