Title:
METHOD FOR PERFORMING FEDERATED LEARNING IN WIRELESS COMMUNICATION SYSTEM, AND APPARATUS THEREFOR
Document Type and Number:
WIPO Patent Application WO/2023/013795
Kind Code:
A1
Abstract:
Proposed are a method for performing federated learning in a wireless communication system, and an apparatus therefor. The method performed by a terminal may comprise the steps of: generating a Q-ary code including i) a restriction-based system part and ii) a parity part by coding restriction-based Q-ary information; determining, on the basis of a preset method, the number T of transmissions of the parity part of the Q-ary code; on the basis of specific channel information from among channel information between a plurality of terminals and a base station participating in the federated learning, allocating power to the system part and T parity parts; and transmitting, on the basis of allocated power, the system part and the T parity parts to the base station.
Inventors:
JEON KIJUN (KR)
LEE SANGRIM (KR)
JUNG IKJOO (KR)
LEE HOJAE (KR)
KIM YEONGJUN (KR)
LEE TAEHYUN (KR)
LEE SANGRIM (KR)
JUNG IKJOO (KR)
LEE HOJAE (KR)
KIM YEONGJUN (KR)
LEE TAEHYUN (KR)
Application Number:
PCT/KR2021/010160
Publication Date:
February 09, 2023
Filing Date:
August 03, 2021
Export Citation:
Assignee:
LG ELECTRONICS INC (KR)
International Classes:
H04L1/00; G06N20/20; H04W72/04
Domestic Patent References:
| WO2004077778A1 | 2004-09-10 |
Foreign References:
| KR20050042717A | 2005-05-10 | |||
| KR20080092801A | 2008-10-16 |
Other References:
JANG, MIN-HO: "Retransmission Scheme with Equal Combined Power Allocation Using Decoding Method with Improved Convergence Speed in LDPC Coded OFDM Systems", JOURNAL OF KOREA INFORMATION AND COMMUNICATIONS SOCIETY, THE, KOREA INSTITUTE OF COMMUNICATION SCIENCES, KOREA, vol. 38A, no. 9, 11 September 2013 (2013-09-11), Korea , pages 750 - 758, XP009543366, ISSN: 1226-4717
LATA TARUN: "On [31, 28, 3] Hamming Code and [7, 4, 4] MDS Code Over GF(5)", GLOBAL JOURNAL OF PURE AND APPLIED MATHEMATICS, RESEARCH INDIA PUBLICATIONS, vol. 13, no. 9, 1 January 2017 (2017-01-01), pages 5461 - 5468, XP093031580, ISSN: 0973-1768
LATA TARUN: "On [31, 28, 3] Hamming Code and [7, 4, 4] MDS Code Over GF(5)", GLOBAL JOURNAL OF PURE AND APPLIED MATHEMATICS, RESEARCH INDIA PUBLICATIONS, vol. 13, no. 9, 1 January 2017 (2017-01-01), pages 5461 - 5468, XP093031580, ISSN: 0973-1768
Attorney, Agent or Firm:
ROYAL PATENT & LAW OFFICE (KR)
Download PDF: