CN105492868B - 用于可靠运动分类的半步频率特性 - Google Patents

用于可靠运动分类的半步频率特性 Download PDF

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Publication number
CN105492868B
CN105492868B CN201480048361.1A CN201480048361A CN105492868B CN 105492868 B CN105492868 B CN 105492868B CN 201480048361 A CN201480048361 A CN 201480048361A CN 105492868 B CN105492868 B CN 105492868B
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China
Prior art keywords
accelerometer data
relationship
synchronizing frequency
frequency
walking
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English (en)
Chinese (zh)
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CN105492868A (zh
Inventor
张雷
杨思超
尚卡尔·萨达希瓦姆
孙达尔·苏布拉马尼亚安
吴新宙
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Qualcomm Inc
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Qualcomm Inc
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    • 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
    • A61B5/103—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
    • A61B5/1118—Determining activity level
    • 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
    • A61B5/1126—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb using a particular sensing technique
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C22/00—Measuring distance traversed on the ground by vehicles, persons, animals or other moving solid bodies, e.g. using odometers, using pedometers
    • G01C22/006—Pedometers
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01P—MEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P13/00—Indicating or recording presence, absence, or direction, of movement
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01P—MEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P15/00—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Pathology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Biomedical Technology (AREA)
  • Dentistry (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Physiology (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Telephone Function (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
CN201480048361.1A 2013-09-05 2014-09-04 用于可靠运动分类的半步频率特性 Active CN105492868B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201361874075P 2013-09-05 2013-09-05
US61/874,075 2013-09-05
US14/476,482 2014-09-03
US14/476,482 US9622687B2 (en) 2013-09-05 2014-09-03 Half step frequency feature for reliable motion classification
PCT/US2014/054144 WO2015035085A1 (en) 2013-09-05 2014-09-04 Half step frequency feature for reliable motion classification

Publications (2)

Publication Number Publication Date
CN105492868A CN105492868A (zh) 2016-04-13
CN105492868B true CN105492868B (zh) 2018-06-26

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Country Status (6)

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US (1) US9622687B2 (enExample)
EP (1) EP3042154B1 (enExample)
JP (1) JP2016529065A (enExample)
KR (1) KR20160051838A (enExample)
CN (1) CN105492868B (enExample)
WO (1) WO2015035085A1 (enExample)

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US10342462B2 (en) * 2014-10-26 2019-07-09 David Martin Application of gait characteristics for mobile
EP3227805B1 (en) * 2014-12-04 2021-08-18 Koninklijke Philips N.V. Calculating a health parameter
JP6737494B2 (ja) * 2015-07-30 2020-08-12 学校法人近畿大学 歩行評価装置と歩行を評価するための指針となるデータの収集方法
EP3442403B1 (en) * 2016-08-09 2019-10-09 Koninklijke Philips N.V. Processing apparatus and method for determining an ambulation motion of a subject
US10189425B2 (en) * 2017-05-02 2019-01-29 Agero, Inc. Using data collected by a personal electronic device to identify a vehicle
JPWO2019176228A1 (ja) * 2018-03-13 2021-02-25 住友電気工業株式会社 運動機能評価装置、運動機能評価システム、運動機能評価プログラムおよび運動機能評価方法
US10617331B1 (en) * 2018-04-11 2020-04-14 Life Fitness, Llc Systems and methods for detecting if a treadmill user is running or walking
CN108413968B (zh) * 2018-07-10 2018-10-09 上海奥孛睿斯科技有限公司 一种运动识别的方法和系统
EP3860430A1 (en) * 2018-10-05 2021-08-11 F. Hoffmann-La Roche AG Digital biomarkers for assessing schizophrenia
US10638210B1 (en) * 2019-03-29 2020-04-28 Sonova Ag Accelerometer-based walking detection parameter optimization for a hearing device user
WO2020243531A2 (en) * 2019-05-31 2020-12-03 Biotrillion, Inc. Systems and methods for monitoring movements

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EP0805414A1 (en) * 1995-10-18 1997-11-05 Seiko Epson Corporation Pace measuring apparatus, electronic appliance and pace measuring method
CN101454640A (zh) * 2006-05-25 2009-06-10 索尼爱立信移动通讯股份有限公司 用于移动设备的运动检测器
CN100545658C (zh) * 2005-06-09 2009-09-30 索尼株式会社 活动识别设备以及方法
US20130054181A1 (en) * 2011-08-23 2013-02-28 Abdelmonaem Lakhzouri Method and apparatus for sensor based pedestrian motion detection in hand-held devices

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WO1997038626A1 (en) 1996-04-17 1997-10-23 Seiko Epson Corporation Arrhythmia detector
JPH112542A (ja) 1997-06-12 1999-01-06 Nippon Colin Co Ltd ノイズ除去機能を備えた万歩計
JP3801163B2 (ja) 2003-03-07 2006-07-26 セイコーエプソン株式会社 体動検出装置、ピッチ計、歩数計、腕時計型情報処理装置、制御方法及び制御プログラム
JP4926424B2 (ja) * 2005-08-01 2012-05-09 旭化成エレクトロニクス株式会社 携帯機器及びその描画処理制御方法
JP5001669B2 (ja) * 2007-02-06 2012-08-15 セイコーインスツル株式会社 歩数計
WO2011092549A1 (en) 2010-01-27 2011-08-04 Nokia Corporation Method and apparatus for assigning a feature class value
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JP2013114486A (ja) * 2011-11-29 2013-06-10 Seiko Epson Corp 状態検出装置、電子機器及びプログラム
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EP0805414A1 (en) * 1995-10-18 1997-11-05 Seiko Epson Corporation Pace measuring apparatus, electronic appliance and pace measuring method
CN100545658C (zh) * 2005-06-09 2009-09-30 索尼株式会社 活动识别设备以及方法
CN101454640A (zh) * 2006-05-25 2009-06-10 索尼爱立信移动通讯股份有限公司 用于移动设备的运动检测器
US20130054181A1 (en) * 2011-08-23 2013-02-28 Abdelmonaem Lakhzouri Method and apparatus for sensor based pedestrian motion detection in hand-held devices

Also Published As

Publication number Publication date
US9622687B2 (en) 2017-04-18
EP3042154A1 (en) 2016-07-13
EP3042154B1 (en) 2018-10-24
KR20160051838A (ko) 2016-05-11
CN105492868A (zh) 2016-04-13
JP2016529065A (ja) 2016-09-23
US20150066422A1 (en) 2015-03-05
WO2015035085A1 (en) 2015-03-12

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