CN111684535A - 最优传感器放置的系统和方法 - Google Patents

最优传感器放置的系统和方法 Download PDF

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Publication number
CN111684535A
CN111684535A CN201980011386.7A CN201980011386A CN111684535A CN 111684535 A CN111684535 A CN 111684535A CN 201980011386 A CN201980011386 A CN 201980011386A CN 111684535 A CN111684535 A CN 111684535A
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China
Prior art keywords
sensor
activity
sensor data
sensors
processor
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Pending
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CN201980011386.7A
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English (en)
Chinese (zh)
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A·A·A·萨马达尼
S·珀尔沃内
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • 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
    • 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
    • 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
    • A61B5/24—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
    • A61B5/68—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)
CN201980011386.7A 2018-02-02 2019-01-28 最优传感器放置的系统和方法 Pending CN111684535A (zh)

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 (1)

Publication Number Publication Date
CN111684535A true CN111684535A (zh) 2020-09-18

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CN201980011386.7A Pending CN111684535A (zh) 2018-02-02 2019-01-28 最优传感器放置的系统和方法

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

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114093488A (zh) * 2022-01-20 2022-02-25 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
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

Families Citing this family (3)

* 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
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

Citations (3)

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CN103026780A (zh) * 2010-06-30 2013-04-03 诺基亚公司 用于控制传感器的调用的方法和设备
US20170119318A1 (en) * 2015-10-28 2017-05-04 Blumio, Inc. System and method for biometric measurements
WO2017134622A1 (en) * 2016-02-04 2017-08-10 Dotvocal S.R.L. People monitoring and personal assistance system, in particular for elderly and people with special and cognitive needs

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WO2009138905A1 (en) * 2008-05-13 2009-11-19 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
US9534930B1 (en) * 2014-05-13 2017-01-03 Senseware, Inc. System, method and apparatus for sensor activation
US9892311B2 (en) * 2015-12-31 2018-02-13 Cerner Innovation, Inc. Detecting unauthorized visitors
US10182746B1 (en) * 2017-07-25 2019-01-22 Verily Life Sciences Llc Decoupling body movement features from sensor location

Patent Citations (3)

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Publication number Priority date Publication date Assignee Title
CN103026780A (zh) * 2010-06-30 2013-04-03 诺基亚公司 用于控制传感器的调用的方法和设备
US20170119318A1 (en) * 2015-10-28 2017-05-04 Blumio, Inc. System and method for biometric measurements
WO2017134622A1 (en) * 2016-02-04 2017-08-10 Dotvocal S.R.L. People monitoring and personal assistance system, in particular for elderly and people with special and cognitive needs

Non-Patent Citations (2)

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Title
MASAMICHI SHIMOSAKA,: "ZigBee based wireless indoor localization with sensor placement optimization towards practical home sensing", 《ADVANCED ROBOTICS》 *
YONGMIAN ZHANG、QIANG JI,: "Active and Dynamic Information Fusion for Multisensor Systems With Dynamic Bayesian Networks", IEEE, pages 467 - 469 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN114093488A (zh) * 2022-01-20 2022-02-25 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

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US20220076153A1 (en) 2022-03-10
US20190244125A1 (en) 2019-08-08
US11200507B2 (en) 2021-12-14
WO2019149640A1 (en) 2019-08-08
EP3747019A1 (en) 2020-12-09
JP2021513148A (ja) 2021-05-20
JP6982693B2 (ja) 2021-12-17

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Application publication date: 20200918