GB2581014B - Sensor data management - Google Patents

Sensor data management Download PDF

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Publication number
GB2581014B
GB2581014B GB1917731.0A GB201917731A GB2581014B GB 2581014 B GB2581014 B GB 2581014B GB 201917731 A GB201917731 A GB 201917731A GB 2581014 B GB2581014 B GB 2581014B
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GB
United Kingdom
Prior art keywords
sensor data
data management
management
sensor
data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
GB1917731.0A
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GB201917731D0 (en
GB2581014A (en
Inventor
Hapola Tuomas
Martikka Mikko
Eriksson Timo
Lindman Erik
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Amer Sports Digital Services Oy
Original Assignee
Amer Sports Digital Services Oy
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US16/228,981 external-priority patent/US20190142307A1/en
Application filed by Amer Sports Digital Services Oy filed Critical Amer Sports Digital Services Oy
Publication of GB201917731D0 publication Critical patent/GB201917731D0/en
Publication of GB2581014A publication Critical patent/GB2581014A/en
Application granted granted Critical
Publication of GB2581014B publication Critical patent/GB2581014B/en
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Classifications

    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062—Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1123—Discriminating type of movement, e.g. walking or running
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00—Measuring or testing not otherwise provided for
    • G01D21/02—Measuring two or more variables by means not covered by a single other subclass
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B69/00—Training appliances or apparatus for special sports
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02—Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0219—Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02—Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0223—Magnetic field sensors
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02—Details of sensors specially adapted for in-vivo measurements
    • A61B2562/029—Humidity sensors
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/002—Monitoring the patient using a local or closed circuit, e.g. in a room or building
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1112—Global tracking of patients, e.g. by using GPS
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/389—Electromyography [EMG]
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7242—Details of waveform analysis using integration
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7253—Details of waveform analysis characterised by using transforms
    • A61B5/7257—Details of waveform analysis characterised by using transforms using Fourier transforms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062—Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • A63B2024/0071—Distinction between different activities, movements, or kind of sports performed
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/08—Feature extraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G06F2218/16—Classification; Matching by matching signal segments

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Physiology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Theoretical Computer Science (AREA)
  • Physical Education & Sports Medicine (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Artificial Intelligence (AREA)
  • Dentistry (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Psychiatry (AREA)
  • Data Mining & Analysis (AREA)
  • Human Computer Interaction (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Social Psychology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Signal Processing (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
GB1917731.0A 2018-12-21 2019-12-04 Sensor data management Active GB2581014B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US16/228,981 US20190142307A1 (en) 2015-12-21 2018-12-21 Sensor data management

Publications (3)

Publication Number Publication Date
GB201917731D0 GB201917731D0 (en) 2020-01-15
GB2581014A GB2581014A (en) 2020-08-05
GB2581014B true GB2581014B (en) 2021-09-22

Family

ID=69147143

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1917731.0A Active GB2581014B (en) 2018-12-21 2019-12-04 Sensor data management

Country Status (5)

Country Link
CN (1) CN111351524A (en)
DE (1) DE102019008548A1 (en)
FI (1) FI129882B (en)
GB (1) GB2581014B (en)
TW (1) TWI729596B (en)

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120219186A1 (en) * 2011-02-28 2012-08-30 Jinjun Wang Continuous Linear Dynamic Systems
US20130053990A1 (en) * 2010-02-24 2013-02-28 Jonathan Edward Bell Ackland Classification System and Method
KR101500662B1 (en) * 2013-10-18 2015-03-09 경희대학교 산학협력단 Apparatus and method for activity recognizing using mobile device
US20150119728A1 (en) * 2011-12-02 2015-04-30 Fitlinxx, Inc. Health monitor
US20170063475A1 (en) * 2015-08-28 2017-03-02 Focus Ventures, Inc. System and method for automatically time labeling repetitive data
US20170232294A1 (en) * 2016-02-16 2017-08-17 SensorKit, Inc. Systems and methods for using wearable sensors to determine user movements
US9830516B1 (en) * 2016-07-07 2017-11-28 Videoken, Inc. Joint temporal segmentation and classification of user activities in egocentric videos

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GB2425180B (en) * 2005-04-14 2009-03-18 Justin Pisani Monitoring system
JP5028751B2 (en) * 2005-06-09 2012-09-19 ソニー株式会社 Action recognition device
US8187182B2 (en) * 2008-08-29 2012-05-29 Dp Technologies, Inc. Sensor fusion for activity identification
WO2010083562A1 (en) * 2009-01-22 2010-07-29 National Ict Australia Limited Activity detection
BR112013003183A2 (en) * 2010-08-09 2016-05-17 Nike International Ltd fitness monitoring using a mobile device
WO2014118767A1 (en) * 2013-02-03 2014-08-07 Sensogo Ltd. Classifying types of locomotion
JP5803962B2 (en) * 2013-03-22 2015-11-04 ソニー株式会社 Information processing apparatus, sensor apparatus, information processing system, and recording medium
CN104680046B (en) * 2013-11-29 2018-09-07 华为技术有限公司 A kind of User Activity recognition methods and device
WO2015084839A1 (en) * 2013-12-02 2015-06-11 Nike Innovate C.V. Flight time
CN103970271B (en) * 2014-04-04 2017-06-20 浙江大学 The daily routines recognition methods of fusional movement and physiology sensing data
DE112015002326B4 (en) * 2014-09-02 2021-09-23 Apple Inc. Physical activity and training monitor
WO2016087381A1 (en) * 2014-12-02 2016-06-09 Koninklijke Philips N.V. System and method for generating health data using measurements of wearable device
CN105242779B (en) * 2015-09-23 2018-09-04 歌尔股份有限公司 A kind of method and mobile intelligent terminal of identification user action

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130053990A1 (en) * 2010-02-24 2013-02-28 Jonathan Edward Bell Ackland Classification System and Method
US20120219186A1 (en) * 2011-02-28 2012-08-30 Jinjun Wang Continuous Linear Dynamic Systems
US20150119728A1 (en) * 2011-12-02 2015-04-30 Fitlinxx, Inc. Health monitor
KR101500662B1 (en) * 2013-10-18 2015-03-09 경희대학교 산학협력단 Apparatus and method for activity recognizing using mobile device
US20170063475A1 (en) * 2015-08-28 2017-03-02 Focus Ventures, Inc. System and method for automatically time labeling repetitive data
US20170232294A1 (en) * 2016-02-16 2017-08-17 SensorKit, Inc. Systems and methods for using wearable sensors to determine user movements
US9830516B1 (en) * 2016-07-07 2017-11-28 Videoken, Inc. Joint temporal segmentation and classification of user activities in egocentric videos

Also Published As

Publication number Publication date
GB201917731D0 (en) 2020-01-15
CN111351524A (en) 2020-06-30
DE102019008548A1 (en) 2020-06-25
TW202032327A (en) 2020-09-01
FI20196079A1 (en) 2020-06-22
FI129882B (en) 2022-10-14
TWI729596B (en) 2021-06-01
GB2581014A (en) 2020-08-05

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