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1. WO2019172667 - SLEEPING ENVIRONMENT CONTROL DEVICE USING REINFORCEMENT LEARNING

Publication Number WO/2019/172667
Publication Date 12.09.2019
International Application No. PCT/KR2019/002635
International Filing Date 07.03.2019
IPC
A47C 31/12 2006.1
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS; SOFAS; BEDS
31Details or accessories for chairs, beds, or the like, not provided for in other groups of this subclass, e.g. upholstery fasteners, mattress protectors, stretching devices for mattress nets
12Means, e.g. measuring means, for adapting chairs, beds or mattresses to the shape or weight of persons
A47C 21/00 2006.1
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS; SOFAS; BEDS
21Attachments for beds, e.g. sheet holders, bed-cover holders; Ventilating, cooling or heating means in connection with bedsteads or mattresses
A47C 31/00 2006.1
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS; SOFAS; BEDS
31Details or accessories for chairs, beds, or the like, not provided for in other groups of this subclass, e.g. upholstery fasteners, mattress protectors, stretching devices for mattress nets
A61B 5/024 2006.1
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes; Identification of persons
02Measuring pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography; Heart catheters for measuring blood pressure
024Measuring pulse rate or heart rate
A61B 5/08 2006.1
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes; Identification of persons
08Measuring devices for evaluating the respiratory organs
A61B 5/11 2006.1
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes; Identification of persons
103Measuring devices for testing the shape, pattern, size or movement of the body or parts thereof, for diagnostic purposes
11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
CPC
A47C 21/00
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS
21Attachments for beds, e.g. sheet holders, bed-cover holders
A47C 31/008
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS
31Details or accessories for chairs, beds, or the like, not provided for in other groups of this subclass, e.g. upholstery fasteners, mattress protectors, stretching devices for mattress nets
008Use of remote controls
A47C 31/123
AHUMAN NECESSITIES
47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
CCHAIRS
31Details or accessories for chairs, beds, or the like, not provided for in other groups of this subclass, e.g. upholstery fasteners, mattress protectors, stretching devices for mattress nets
12Means, e.g. measuring means for adapting chairs, beds or mattresses to the shape or weight of persons
123for beds or mattresses
A61B 2560/0242
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
2560Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
02Operational features
0242adapted to measure environmental factors, e.g. temperature, pollution
A61B 5/01
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes
01Measuring temperature of body parts ; ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue;
A61B 5/024
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes
02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
024Detecting, measuring or recording pulse rate or heart rate
Applicants
  • (주)아이씨비에스 ICBS CO., LTD [KR]/[KR]
Inventors
  • 이정우 LEE, Jung Woo
  • 이상준 LEE, Sang Jun
  • 이상은 LEE, Sang Eun
Agents
  • 이대호 LEE, Dae Ho
  • 박건홍 PARK, Gun Hong
Priority Data
10-2018-002666607.03.2018KR
Publication Language Korean (ko)
Filing Language Korean (KO)
Designated States
Title
(EN) SLEEPING ENVIRONMENT CONTROL DEVICE USING REINFORCEMENT LEARNING
(FR) DISPOSITIF DE GESTION D'ENVIRONNEMENT DE SOMMEIL UTILISANT UN APPRENTISSAGE PAR RENFORCEMENT
(KO) 강화학습을 이용한 수면 환경 조절 장치
Abstract
(EN) An embodiment of the present disclosure discloses a sleeping environment control device using reinforcement learning. The sleeping environment control device using reinforcement learning comprises: a main body where a user may be positioned; a sensor unit for measuring a biometric signal of the user so as to generate current state information and post-operation state information; an operation unit for controlling at least one from among the temperature and the humidity of the main body in order to change a sleeping state of the user on the basis of a control signal of a processor; the processor including at least one core; and a memory for storing program codes executable in the processor, wherein the processor comprises: a sleeping adequacy information generation module for generating current sleeping adequacy information of the user on the basis of the current state information and generating post-operation sleeping adequacy information of the user on the basis of the post-operation state information; an operation information determination module for determining operation information for controlling the operation of the operation unit on the basis of an operation determination algorithm on the basis of the current sleeping adequacy information; and an operation adequacy determination module for comparing the post-operation sleeping adequacy information with reference sleeping adequacy information and determining the adequacy of the operation so as to update the operation determination algorithm.
(FR) L'invention concerne, dans un mode de réalisation, un dispositif de gestion d'environnement de sommeil utilisant un apprentissage par renforcement. Le dispositif de gestion d'environnement de sommeil, qui utilise un apprentissage par renforcement, comprend : un corps principal dans lequel un utilisateur peut se positionner; un capteur pour mesurer un signal biométrique de l'usager de façon à générer des informations d'état courant et des informations d'état post-opération; une unité de réglage pour régler la température et/ou l'humidité du corps principal afin de modifier un état de sommeil de l'usager sur la base d'un signal de contrôle d'un processeur, le processeur comprenant au moins un coeur; et une mémoire pour stocker des codes de programme exécutables dans le processeur. Le processeur comprend: un module générateur d'informations d'adéquation de sommeil pour générer des informations d'adéquation de sommeil courant de l'usager sur la base des informations d'état courant et générer des informations d'adéquation de sommeil post-opération de l'usager sur la base des informations d'état post-opération; un module de détermination d'informations d'opération pour déterminer des informations d'opération destinées à contrôler le fonctionnement de l'unité d'opération sur la base d'un algorithme de détermination d'opération mis en œuvre en fonction des informations d'adéquation de sommeil courant; et un module de détermination d'adéquation d'opération pour comparer les informations d'adéquation de sommeil post-opération avec des informations d'adéquation de sommeil de référence et déterminer l'adéquation de l'opération de façon à mettre à jour l'algorithme de détermination d'opération.
(KO) 본 개시의 일 실시예에서, 강화학습을 이용한 수면 환경 조절 장치가 개시된다. 강화학습을 이용한 수면 환경 조절 장치는 사용자가 위치할 수 있는 메인 바디; 상기 사용자의 생체 신호를 측정하여 현재 상태 정보 및 동작 후 상태 정보를 생성하는 센서부; 프로세어의 제어 신호에 기초하여 상기 사용자의 수면 상태를 변화시키기 위하여 상기 메인 바디의 온도 및 습도 중 적어도 하나를 조절하는 동작부; 하나 이상의 코어를 포함하는 프로세서; 및 상기 프로세서에서 실행가능한 프로그램 코드들을 저장하는 메모리; 를 포함하고, 상기 프로세서는, 상기 현재 상태 정보에 기초하여 상기 사용자의 현재 수면 적정성 정보를 생성하고, 상기 동작 후 상태 정보에 기초하여 상기 사용자의 동작 후 수면 적정성 정보를 생성하는 수면 적정성 정보 생성 모듈, 상기 현재 수면 적정성 정보에 기초하여 동작 결정 알고리즘에 기초하여 상기 동작부의 동작을 제어하는 동작 정보를 결정하는 동작 정보 결정 모듈, 그리고 상기 동작 후 수면 적정성 정보와 기준 수면 적정성 정보를 비교하여 상기 동작에 대한 적정성을 판단하여 상기 동작 결정 알고리즘을 업데이트 하는 동작 적정성 판단 모듈을 포함한다.
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