Title:
METHOD FOR CONTROLLING DIFFERENTIAL PRIVACY NOISE USING SIDELINK INFORMATION, AND DEVICE USING SAME
Document Type and Number:
WIPO Patent Application WO/2022/145500
Kind Code:
A1
Abstract:
The present invention relates to a method for controlling differential privacy noise using sidelink information, and a device using same, and is directed to: determine the size of the sidelink information on the basis of the state of an uplink channel and notify each of a plurality of terminals of the size; and remove a local differential privacy noise included in an over-the-air computation (AirComp)-based signal on the basis of the sidelink information.
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Inventors:
LEE KYUNGHO (KR)
LEE SANGRIM (KR)
KIM SUNGJIN (KR)
LEE SANGRIM (KR)
KIM SUNGJIN (KR)
Application Number:
PCT/KR2020/019221
Publication Date:
July 07, 2022
Filing Date:
December 28, 2020
Export Citation:
Assignee:
LG ELECTRONICS INC (KR)
International Classes:
G06N20/20; H04W72/04; H04W74/08
Domestic Patent References:
| WO2020076027A1 | 2020-04-16 |
Foreign References:
| US20200320221A1 | 2020-10-08 |
Other References:
SEIF MOHAMED; TANDON RAVI; LI MING: "Wireless Federated Learning with Local Differential Privacy", 2020 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), IEEE, 21 June 2020 (2020-06-21), pages 2604 - 2609, XP033814364, DOI: 10.1109/ISIT44484.2020.9174426
LIM WEI YANG BRYAN; LUONG NGUYEN CONG; HOANG DINH THAI; JIAO YUTAO; LIANG YING-CHANG; YANG QIANG; NIYATO DUSIT; MIAO CHUNYAN: "Federated Learning in Mobile Edge Networks: A Comprehensive Survey", IEEE COMMUNICATIONS SURVEYS & TUTORIALS, IEEE, USA, vol. 22, no. 3, 7 April 2020 (2020-04-07), USA , pages 2031 - 2063, XP011807015, DOI: 10.1109/COMST.2020.2986024
LIU WANCHUN; ZANG XIN; LI YONGHUI; VUCETIC BRANKA: "Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws", IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, IEEE SERVICE CENTER, PISCATAWAY, NJ., US, vol. 19, no. 8, 16 May 2020 (2020-05-16), US , pages 5488 - 5502, XP011804139, ISSN: 1536-1276, DOI: 10.1109/TWC.2020.2993703
LIM WEI YANG BRYAN; LUONG NGUYEN CONG; HOANG DINH THAI; JIAO YUTAO; LIANG YING-CHANG; YANG QIANG; NIYATO DUSIT; MIAO CHUNYAN: "Federated Learning in Mobile Edge Networks: A Comprehensive Survey", IEEE COMMUNICATIONS SURVEYS & TUTORIALS, IEEE, USA, vol. 22, no. 3, 7 April 2020 (2020-04-07), USA , pages 2031 - 2063, XP011807015, DOI: 10.1109/COMST.2020.2986024
LIU WANCHUN; ZANG XIN; LI YONGHUI; VUCETIC BRANKA: "Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws", IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, IEEE SERVICE CENTER, PISCATAWAY, NJ., US, vol. 19, no. 8, 16 May 2020 (2020-05-16), US , pages 5488 - 5502, XP011804139, ISSN: 1536-1276, DOI: 10.1109/TWC.2020.2993703
Attorney, Agent or Firm:
ENVISION PATENT & LAW FIRM (KR)
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