JP6982693B2 - 最適なセンサ配置のためのシステム及び方法 - Google Patents

最適なセンサ配置のためのシステム及び方法 Download PDF

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JP6982693B2
JP6982693B2 JP2020541670A JP2020541670A JP6982693B2 JP 6982693 B2 JP6982693 B2 JP 6982693B2 JP 2020541670 A JP2020541670 A JP 2020541670A JP 2020541670 A JP2020541670 A JP 2020541670A JP 6982693 B2 JP6982693 B2 JP 6982693B2
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sensor
activity
model
sensor data
processor
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JP2021513148A5 (https=
JP2021513148A (ja
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アクバル アーマッド サマダニ，アリ
パルヴァネ，サマン
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring 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 or mobility of a limb
    • A61B5/1123—Discriminating type of movement, e.g. walking or running
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30—Services specially adapted for particular environments, situations or purposes
    • H04W4/38—Services specially adapted for particular environments, situations or purposes for collecting sensor information
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/02—Operational features
    • A61B2560/0223—Operational features of calibration, e.g. protocols for calibrating 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/024—Measuring pulse rate or heart rate
    • A61B5/02416—Measuring pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring 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 or mobility of a limb
    • A61B5/1116—Determining posture transitions
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6887—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
    • H04W88/18—Service support devices; Network management devices

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Probability & Statistics with Applications (AREA)
  • General Engineering & Computer Science (AREA)
  • Algebra (AREA)
  • Software Systems (AREA)
  • Public Health (AREA)
  • Evolutionary Computation (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Physiology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Operations Research (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
JP2020541670A 2018-02-02 2019-01-28 最適なセンサ配置のためのシステム及び方法 Expired - Fee Related JP6982693B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862625932P 2018-02-02 2018-02-02
US62/625,932 2018-02-02
US201862750375P 2018-10-25 2018-10-25
US62/750,375 2018-10-25
PCT/EP2019/051934 WO2019149640A1 (en) 2018-02-02 2019-01-28 System and method for optimal sensor placement

Publications (3)

Publication Number Publication Date
JP2021513148A JP2021513148A (ja) 2021-05-20
JP2021513148A5 JP2021513148A5 (https=) 2021-10-28
JP6982693B2 true JP6982693B2 (ja) 2021-12-17

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JP2020541670A Expired - Fee Related JP6982693B2 (ja) 2018-02-02 2019-01-28 最適なセンサ配置のためのシステム及び方法

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US (2) US11200507B2 (https=)
EP (1) EP3747019A1 (https=)
JP (1) JP6982693B2 (https=)
CN (1) CN111684535A (https=)
WO (1) WO2019149640A1 (https=)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11521097B2 (en) * 2019-02-19 2022-12-06 International Business Machines Corporation Sparse modeling for optimizing sensor placement
CN115600477A (zh) * 2021-07-07 2023-01-13 中强光电股份有限公司（Tw） 用于设置感测器于设备的电子装置和方法
CN115618703A (zh) * 2021-07-13 2023-01-17 中强光电股份有限公司 用于设置感测器于设备的电子装置和方法
CN114093488B (zh) * 2022-01-20 2022-04-22 武汉泰乐奇信息科技有限公司 一种基于骨骼识别的医生技能水平评判方法和装置
CN115809006B (zh) * 2022-12-05 2023-08-08 北京拙河科技有限公司 一种画面控制人工指令的方法及装置
CN116956570B (zh) * 2023-07-10 2025-06-20 北京科技大学 一种基于高斯过程的多传感器布局方法及装置

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2283473B1 (en) * 2008-05-13 2011-08-03 Koninklijke Philips Electronics N.V. A system and method for detecting activities of daily living of a person
US7893843B2 (en) * 2008-06-18 2011-02-22 Healthsense, Inc. Activity windowing
US8560267B2 (en) * 2009-09-15 2013-10-15 Imetrikus, Inc. Identifying one or more activities of an animate or inanimate object
KR101531449B1 (ko) * 2010-06-30 2015-06-24 노키아 코포레이션 센서의 호출을 제어하기 위한 방법 및 장치
US9551594B1 (en) * 2014-05-13 2017-01-24 Senseware, Inc. Sensor deployment mechanism at a monitored location
US20170119318A1 (en) * 2015-10-28 2017-05-04 Blumio, Inc. System and method for biometric measurements
US9892311B2 (en) * 2015-12-31 2018-02-13 Cerner Innovation, Inc. Detecting unauthorized visitors
ITUB20160119A1 (it) * 2016-02-04 2017-08-04 Teseo Srl Sistema di monitoraggio ed assistenza private di persone, in particolare di anziani o di persone con problemi speciali o di carattere cognitivo
US10182746B1 (en) * 2017-07-25 2019-01-22 Verily Life Sciences Llc Decoupling body movement features from sensor location

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Publication number Publication date
WO2019149640A1 (en) 2019-08-08
JP2021513148A (ja) 2021-05-20
US20190244125A1 (en) 2019-08-08
CN111684535A (zh) 2020-09-18
US11200507B2 (en) 2021-12-14
US20220076153A1 (en) 2022-03-10
EP3747019A1 (en) 2020-12-09

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