JP2016529065A - 信頼性が高い運動分類のための半ステップ周波数特性 - Google Patents

信頼性が高い運動分類のための半ステップ周波数特性 Download PDF

Info

Publication number
JP2016529065A
JP2016529065A JP2016540395A JP2016540395A JP2016529065A JP 2016529065 A JP2016529065 A JP 2016529065A JP 2016540395 A JP2016540395 A JP 2016540395A JP 2016540395 A JP2016540395 A JP 2016540395A JP 2016529065 A JP2016529065 A JP 2016529065A
Authority
JP
Japan
Prior art keywords
accelerometer data
determining
step frequency
absence
axis
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.)
Pending
Application number
JP2016540395A
Other languages
English (en)
Japanese (ja)
Other versions
JP2016529065A5 (enExample
Inventor
レイ・ジャン
シチャオ・ヤン
シャンカル・サダシヴァム
スンダー・スブラマニアン
シンゾウ・ウ
Original Assignee
クアルコム，インコーポレイテッド
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
Application filed by クアルコム，インコーポレイテッド filed Critical クアルコム，インコーポレイテッド
Publication of JP2016529065A publication Critical patent/JP2016529065A/ja
Publication of JP2016529065A5 publication Critical patent/JP2016529065A5/ja
Pending legal-status Critical Current

Links

Images

Classifications

    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Dentistry (AREA)
  • Physiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (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)
JP2016540395A 2013-09-05 2014-09-04 信頼性が高い運動分類のための半ステップ周波数特性 Pending JP2016529065A (ja)

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
JP2016529065A true JP2016529065A (ja) 2016-09-23
JP2016529065A5 JP2016529065A5 (enExample) 2017-09-28

Family

ID=52584395

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016540395A Pending JP2016529065A (ja) 2013-09-05 2014-09-04 信頼性が高い運動分類のための半ステップ周波数特性

Country Status (6)

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

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019176228A1 (ja) * 2018-03-13 2019-09-19 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

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10342462B2 (en) * 2014-10-26 2019-07-09 David Martin Application of gait characteristics for mobile
US10729324B2 (en) * 2014-12-04 2020-08-04 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
WO2018029275A1 (en) * 2016-08-09 2018-02-15 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
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
CN112770666A (zh) * 2018-10-05 2021-05-07 豪夫迈·罗氏有限公司 用于评估精神分裂症的数字生物标志物
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

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007041143A (ja) * 2005-08-01 2007-02-15 Asahi Kasei Electronics Co Ltd 携帯機器及びその描画処理制御方法
JP2008191992A (ja) * 2007-02-06 2008-08-21 Seiko Instruments Inc 歩数計
US20130054181A1 (en) * 2011-08-23 2013-02-28 Abdelmonaem Lakhzouri Method and apparatus for sensor based pedestrian motion detection in hand-held devices
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

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH09114955A (ja) * 1995-10-18 1997-05-02 Seiko Epson Corp ピッチ計
JP3635663B2 (ja) 1996-04-17 2005-04-06 セイコーエプソン株式会社 不整脈検出装置
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
JP5028751B2 (ja) 2005-06-09 2012-09-19 ソニー株式会社 行動認識装置
US7608050B2 (en) * 2006-05-25 2009-10-27 Telefonaktiebolaget Lm Ericsson (Publ) Motion detector for a mobile device
WO2011092549A1 (en) 2010-01-27 2011-08-04 Nokia Corporation Method and apparatus for assigning a feature class value
US8888700B2 (en) 2010-04-19 2014-11-18 Sotera Wireless, Inc. Body-worn monitor for measuring respiratory rate
EP2658443B1 (en) 2010-12-31 2018-06-27 TomTom Global Content B.V. Accelerometer data compression
US9352207B2 (en) 2012-01-19 2016-05-31 Nike, Inc. Action detection and activity classification
US9429463B2 (en) * 2013-03-04 2016-08-30 International Road Dynamics, Inc. System and method for measuring moving vehicle information using electrical time domain reflectometry
US20150316579A1 (en) * 2014-05-02 2015-11-05 Qualcomm Incorporated Motion direction determination and application

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007041143A (ja) * 2005-08-01 2007-02-15 Asahi Kasei Electronics Co Ltd 携帯機器及びその描画処理制御方法
JP2008191992A (ja) * 2007-02-06 2008-08-21 Seiko Instruments Inc 歩数計
US20130054181A1 (en) * 2011-08-23 2013-02-28 Abdelmonaem Lakhzouri Method and apparatus for sensor based pedestrian motion detection in hand-held devices
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

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019176228A1 (ja) * 2018-03-13 2019-09-19 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

Also Published As

Publication number Publication date
CN105492868A (zh) 2016-04-13
EP3042154B1 (en) 2018-10-24
EP3042154A1 (en) 2016-07-13
US9622687B2 (en) 2017-04-18
CN105492868B (zh) 2018-06-26
KR20160051838A (ko) 2016-05-11
US20150066422A1 (en) 2015-03-05
WO2015035085A1 (en) 2015-03-12

Similar Documents

Publication Publication Date Title
JP2016529065A (ja) 信頼性が高い運動分類のための半ステップ周波数特性
USRE50186E1 (en) Methods and systems for combining sensor data to determine vehicle movement information
US8768865B2 (en) Learning situations via pattern matching
Kaghyan et al. Activity recognition using k-nearest neighbor algorithm on smartphone with tri-axial accelerometer
US10265022B2 (en) Determining biometrics utilizing a display-embedded distance-measuring sensor
Ferlini et al. Head motion tracking through in-ear wearables
RU2601152C2 (ru) Устройство, способ и компьютерная программа для обеспечения предоставления информации пользователю
CN103582856A (zh) 使用加速计的歇止检测
JP2016511473A (ja) パワー効率のよいコンテキストアウェア推定のための適応型センササンプリング
US20150364141A1 (en) Method and device for providing user interface using voice recognition
WO2014092952A1 (en) Gyro aided tap gesture detection
JP2016507099A (ja) 頭部装着型ディスプレイにおいて物理的握手を活用すること
US9858775B2 (en) Prompting movement of a device towards a stronger signal
Rafiq et al. IoT-Based Smartphone Sensors for Accurate Locomotion and Localization Recognition
CN109218538A (zh) 移动终端屏幕控制方法、移动终端及计算机可读存储介质
US20150071102A1 (en) Motion classification using a combination of low-power sensor data and modem information
US11029328B2 (en) Smartphone motion classifier
Qin et al. A context-aware do-not-disturb service for mobile devices
Qi et al. Walking detection using the gyroscope of an unconstrained smartphone
Yin et al. Mitigating sensor differences for phone-based human activity recognition

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20170816

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20170816

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20180625

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20180629

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20180817

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20190128

A02 Decision of refusal

Free format text: JAPANESE INTERMEDIATE CODE: A02

Effective date: 20190902