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1. WO2020111483 - METHOD AND DEVICE FOR SELECTING RECEPTION BEAM ON BASIS OF ARTIFICIAL NEURAL NETWORK

Publication Number WO/2020/111483
Publication Date 04.06.2020
International Application No. PCT/KR2019/012516
International Filing Date 26.09.2019
IPC
H04B 7/08 2006.01
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
BTRANSMISSION
7Radio transmission systems, i.e. using radiation field
02Diversity systems; Multi-antenna systems, i.e. transmission or reception using multiple antennas
04using two or more spaced independent antennas
08at the receiving station
H04B 7/0408 2017.01
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
BTRANSMISSION
7Radio transmission systems, i.e. using radiation field
02Diversity systems; Multi-antenna systems, i.e. transmission or reception using multiple antennas
04using two or more spaced independent antennas
0408using two or more beams, i.e. beam diversity
G06N 3/02 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
CPC
G06N 3/02
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
H04B 7/0408
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
BTRANSMISSION
7Radio transmission systems, i.e. using radiation field
02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
04using two or more spaced independent antennas
0408using two or more beams, i.e. beam diversity
H04B 7/08
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
BTRANSMISSION
7Radio transmission systems, i.e. using radiation field
02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
04using two or more spaced independent antennas
08at the receiving station
Applicants
  • 삼성전자 주식회사 SAMSUNG ELECTRONICS CO., LTD. [KR]/[KR]
Inventors
  • 조용상 CHO, Yongsang
  • 김태윤 KIM, Taeyoon
  • 임채만 LIM, Chaeman
  • 이형주 LEE, Hyoungjoo
Agents
  • 윤앤리특허법인(유한) YOON & LEE INTERNATIONAL PATENT & LAW FIRM
Priority Data
10-2018-014752526.11.2018KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) METHOD AND DEVICE FOR SELECTING RECEPTION BEAM ON BASIS OF ARTIFICIAL NEURAL NETWORK
(FR) PROCÉDÉ ET DISPOSITIF DE SÉLECTION DE FAISCEAU DE RÉCEPTION SUR LA BASE D'UN RÉSEAU NEURONAL ARTIFICIEL
(KO) 인공신경망 기반의 수신 빔 선택 방법 및 장치
Abstract
(EN)
Disclosed in various embodiments of the present invention are a method and a device, the device comprising: an antenna module configured to form a plurality of beams having different directions; and a processor operatively connected to the antenna module, wherein the processor is configured to select a partial reception beam from among a plurality of reception beams, measure the reception power of the selected reception beam, determine a transmission condition through an artificial neural network on the basis of the measured reception power, and determine a reception beam for a communication connection by using the artificial neural network corresponding to the transmission condition. Various embodiments are possible.
(FR)
La présente invention concerne, dans divers modes de réalisation, un procédé et un dispositif, le dispositif comprenant : un module d'antenne configuré pour former une pluralité de faisceaux ayant des directions différentes ; et un processeur connecté fonctionnellement au module d'antenne, le processeur étant configuré pour sélectionner un faisceau de réception partiel parmi une pluralité de faisceaux de réception, mesurer la puissance de réception du faisceau de réception sélectionné, déterminer une condition de transmission à travers un réseau neuronal artificiel sur la base de la puissance de réception mesurée, et déterminer un faisceau de réception pour une connexion de communication en utilisant le réseau neuronal artificiel correspondant à l'état de transmission. Divers modes de réalisation sont possibles.
(KO)
본 발명의 다양한 실시 예들은 서로 다른 방향을 가진 복수의 수신 빔들을 형성하도록 구성된 안테나 모듈, 및 상기 안테나 모듈과 작동적으로 연결된 프로세서를 포함하고, 상기 프로세서는, 상기 복수의 수신 빔들 중에서 일부 수신 빔을 선택하고, 상기 선택된 수신 빔의 수신 전력을 측정하고, 상기 측정된 수신 전력에 기반하여 인공신경망을 통해 송신 상황을 결정하고, 상기 송신 상황에 대응하는 인공신경망을 이용하여 통신 연결을 위한 수신 빔을 결정하도록 설정된 방법 및 장치에 관하여 개시한다. 다양한 실시 예들이 가능하다.
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