Processing

Please wait...

Settings

Settings

Goto Application

1. WO2021021997 - DETECTION AND CLASSIFICATION OF UNKNOWN MOTIONS IN WEARABLE DEVICES

Publication Number WO/2021/021997
Publication Date 04.02.2021
International Application No. PCT/US2020/044182
International Filing Date 30.07.2020
IPC
G06F 3/01 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
01Input arrangements or combined input and output arrangements for interaction between user and computer
D03D 1/00 2006.01
DTEXTILES; PAPER
03WEAVING
DWOVEN FABRICS; METHODS OF WEAVING; LOOMS
1Woven fabrics designed to make specified articles
G06F 1/16 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
1Details not covered by groups G06F3/-G06F13/82
16Constructional details or arrangements
G06F 3/0346 2013.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
01Input arrangements or combined input and output arrangements for interaction between user and computer
03Arrangements for converting the position or the displacement of a member into a coded form
033Pointing devices displaced or positioned by the user; Accessories therefor
0346with detection of the device orientation or free movement in a 3D space, e.g. 3D mice, 6-DOF pointers using gyroscopes, accelerometers or tilt-sensors
G06N 20/00 2019.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
CPC
D03D 1/0088
DTEXTILES; PAPER
03WEAVING
DWOVEN FABRICS; METHODS OF WEAVING; LOOMS
1Woven fabrics designed to make specified articles
0088Fabrics having an electronic function
D03D 15/25
DTEXTILES; PAPER
03WEAVING
DWOVEN FABRICS; METHODS OF WEAVING; LOOMS
15Woven fabrics characterised by the material, structure or properties of the fibres, filaments, yarns, threads or other warp or weft elements used
20characterised by the material of the fibres or filaments constituting the yarns or threads
242inorganic, e.g. basalt
25Metal
D03D 15/533
DTEXTILES; PAPER
03WEAVING
DWOVEN FABRICS; METHODS OF WEAVING; LOOMS
15Woven fabrics characterised by the material, structure or properties of the fibres, filaments, yarns, threads or other warp or weft elements used
50characterised by the properties of the yarns or threads
533antistatic; electrically conductive
D10B 2101/20
DTEXTILES; PAPER
10INDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
BINDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
2101Inorganic fibres
20Metallic fibres
D10B 2401/16
DTEXTILES; PAPER
10INDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
BINDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
2401Physical properties
16antistatic; conductive
D10B 2401/18
DTEXTILES; PAPER
10INDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
BINDEXING SCHEME ASSOCIATED WITH SUBLASSES OF SECTION D, RELATING TO TEXTILES
2401Physical properties
18including electronic components
Applicants
  • GOOGLE LLC [US]/[US]
Inventors
  • GILLIAN, Nicholas
  • GILES, Daniel Lee
Agents
  • CROMER, David E.
  • BATAVIA, Neil, M.
Priority Data
62/880,63430.07.2019US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) DETECTION AND CLASSIFICATION OF UNKNOWN MOTIONS IN WEARABLE DEVICES
(FR) DÉTECTION ET CLASSIFICATION DE MOUVEMENTS INCONNUS DANS DES DISPOSITIFS PORTABLES
Abstract
(EN)
Computing systems and related methods are provided for discovery of undefined user movements. Sensor data associated with one or more sensors of a wearable device can be obtained and input into one or more machine-learned models that have been trained to learn a continuous embedding space based at least in part on one or more target criteria. Data indicative of a position of the sensor data within the continuous embedding space can be obtained as an output of the one or more machine-learned models. A functionality associated with the position of the sensor data within the continuous embedding space can be determined. The functionality associated with the position of the sensor data within the continuous embedding space can be initiated.
(FR)
L'invention concerne des systèmes informatiques et des procédés associés pour la découverte de mouvements d'utilisateur indéfinis. Des données de capteur associées à un ou plusieurs capteurs d'un dispositif portable peuvent être obtenues et entrées dans un ou plusieurs modèles d’apprentissage machine qui ont été entraînés pour apprendre un espace d'incorporation continu sur la base, au moins en partie, d'un ou de plusieurs critères cibles. Des données indicatives d'une position des données de capteur à l'intérieur de l'espace d'incorporation continu peuvent être obtenues en tant que sortie du ou des modèles d’apprentissage machine. Une fonctionnalité associée à la position des données de capteur dans l'espace d'incorporation continu peut être déterminée. La fonctionnalité associée à la position des données de capteur à l'intérieur de l'espace d'incorporation continu peut être déclenchée.
Latest bibliographic data on file with the International Bureau