CN108338791A - The detection device and detection method of unstable motion data - Google Patents
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- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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- 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
- A61B5/1116—Determining posture transitions
- A61B5/1117—Fall detection
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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
- A61B5/72—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
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Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109091151A (en) * | 2018-09-06 | 2018-12-28 | 中国人民解放军战略支援部队信息工程大学 | A kind of pedestrian's fall detection method and device based on MIMU |
CN109443389A (en) * | 2018-11-28 | 2019-03-08 | 电子科技大学 | Act the posture fusion method based on inertial sensor single step calibration in capture systems |
CN110245744A (en) * | 2019-05-29 | 2019-09-17 | 金华诺普视信息技术研究所有限公司 | It is a kind of that detection method is fallen down based on multilayer perceptron |
CN111311877A (en) * | 2020-02-20 | 2020-06-19 | 吉林农业大学 | Fall detection and positioning method and device based on attitude angle |
CN111345783A (en) * | 2020-03-26 | 2020-06-30 | 山东大学 | Vestibular dysfunction detection system based on inertial sensor |
CN111820893A (en) * | 2020-06-24 | 2020-10-27 | 浙江大学 | Portable wireless wearable muscle movement signal acquisition system |
CN112188864A (en) * | 2018-10-31 | 2021-01-05 | 华为技术有限公司 | Motion index evaluation method and device |
CN112418110A (en) * | 2020-11-26 | 2021-02-26 | 浙江大学 | Human gait stability assessment method and device |
CN112907895A (en) * | 2021-04-15 | 2021-06-04 | 江南造船(集团)有限责任公司 | Boats and ships personnel falling perception method, device, system, medium and electronic equipment |
CN113712536A (en) * | 2020-05-26 | 2021-11-30 | 李昀儒 | Gait analysis-based imbalance early warning method and wearable device |
Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050010139A1 (en) * | 2002-02-07 | 2005-01-13 | Kamiar Aminian | Body movement monitoring device |
US20050233868A1 (en) * | 2004-04-20 | 2005-10-20 | Mills Alden M | Stability adjustable unit |
US20080103034A1 (en) * | 2005-03-15 | 2008-05-01 | Teruo Mihara | Balance Fitness Machine |
CN102156054A (en) * | 2011-03-18 | 2011-08-17 | 西北工业大学 | Walking capacity tester of foot robot |
CN102707305A (en) * | 2012-06-06 | 2012-10-03 | 山东大学 | Tumble detecting and positioning system and method |
CN104428039A (en) * | 2012-04-24 | 2015-03-18 | 托努斯运动私人有限公司 | Exercise/training machine |
CN204394468U (en) * | 2014-12-31 | 2015-06-17 | 浙江大学 | A kind of walking keeps away barrier aptitude tests device |
CN105698792A (en) * | 2016-01-26 | 2016-06-22 | 上海实汇机电科技有限公司 | Dynamic MEMS (micro-electromechanical systems) inertial attitude measuring system based on self-adaptive robust integration algorithm |
CN106539587A (en) * | 2016-12-08 | 2017-03-29 | 浙江大学 | A kind of fall risk assessment and monitoring system and appraisal procedure based on sensor of doing more physical exercises |
CN107174255A (en) * | 2017-06-15 | 2017-09-19 | 西安交通大学 | Three-dimensional gait information gathering and analysis method based on Kinect somatosensory technology |
CN208591046U (en) * | 2018-02-09 | 2019-03-12 | 苏州衡品医疗科技有限公司 | The detection device of unstable motion data |
-
2018
- 2018-02-09 CN CN201810135426.6A patent/CN108338791A/en active Pending
Patent Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050010139A1 (en) * | 2002-02-07 | 2005-01-13 | Kamiar Aminian | Body movement monitoring device |
US20050233868A1 (en) * | 2004-04-20 | 2005-10-20 | Mills Alden M | Stability adjustable unit |
US20080103034A1 (en) * | 2005-03-15 | 2008-05-01 | Teruo Mihara | Balance Fitness Machine |
CN102156054A (en) * | 2011-03-18 | 2011-08-17 | 西北工业大学 | Walking capacity tester of foot robot |
CN104428039A (en) * | 2012-04-24 | 2015-03-18 | 托努斯运动私人有限公司 | Exercise/training machine |
CN102707305A (en) * | 2012-06-06 | 2012-10-03 | 山东大学 | Tumble detecting and positioning system and method |
CN204394468U (en) * | 2014-12-31 | 2015-06-17 | 浙江大学 | A kind of walking keeps away barrier aptitude tests device |
CN105698792A (en) * | 2016-01-26 | 2016-06-22 | 上海实汇机电科技有限公司 | Dynamic MEMS (micro-electromechanical systems) inertial attitude measuring system based on self-adaptive robust integration algorithm |
CN106539587A (en) * | 2016-12-08 | 2017-03-29 | 浙江大学 | A kind of fall risk assessment and monitoring system and appraisal procedure based on sensor of doing more physical exercises |
CN107174255A (en) * | 2017-06-15 | 2017-09-19 | 西安交通大学 | Three-dimensional gait information gathering and analysis method based on Kinect somatosensory technology |
CN208591046U (en) * | 2018-02-09 | 2019-03-12 | 苏州衡品医疗科技有限公司 | The detection device of unstable motion data |
Non-Patent Citations (3)
Title |
---|
刘琨: ""人体站立平衡系统建模与平衡能力评价方法研究"", 《中国博士学位论文全文数据库(医药卫生科技辑)》, 15 January 2017 (2017-01-15), pages 059 - 16 * |
季冉: ""基于惯性传感器的步态测量方法研究与实现"", 《中国优秀硕士学位论文全文数据库 (信息科技辑)》, no. 03, 15 March 2016 (2016-03-15), pages 140 - 1123 * |
季冉: ""基于惯性传感器的步态测量方法研究与实现"", 《中国优秀硕士学位论文全文数据库 (信息科技辑)》, no. 03, pages 140 - 1123 * |
Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109091151A (en) * | 2018-09-06 | 2018-12-28 | 中国人民解放军战略支援部队信息工程大学 | A kind of pedestrian's fall detection method and device based on MIMU |
CN109091151B (en) * | 2018-09-06 | 2021-07-16 | 中国人民解放军战略支援部队信息工程大学 | Pedestrian falling detection method and device based on MIMU |
CN112188864A (en) * | 2018-10-31 | 2021-01-05 | 华为技术有限公司 | Motion index evaluation method and device |
CN109443389A (en) * | 2018-11-28 | 2019-03-08 | 电子科技大学 | Act the posture fusion method based on inertial sensor single step calibration in capture systems |
CN110245744A (en) * | 2019-05-29 | 2019-09-17 | 金华诺普视信息技术研究所有限公司 | It is a kind of that detection method is fallen down based on multilayer perceptron |
CN111311877A (en) * | 2020-02-20 | 2020-06-19 | 吉林农业大学 | Fall detection and positioning method and device based on attitude angle |
CN111311877B (en) * | 2020-02-20 | 2021-11-23 | 吉林农业大学 | Fall detection and positioning method and device based on attitude angle |
CN111345783B (en) * | 2020-03-26 | 2021-02-23 | 山东大学 | Vestibular dysfunction detection system based on inertial sensor |
CN111345783A (en) * | 2020-03-26 | 2020-06-30 | 山东大学 | Vestibular dysfunction detection system based on inertial sensor |
CN113712536A (en) * | 2020-05-26 | 2021-11-30 | 李昀儒 | Gait analysis-based imbalance early warning method and wearable device |
CN113712536B (en) * | 2020-05-26 | 2023-12-26 | 李昀儒 | Unbalanced early warning method and wearing device based on gait analysis |
CN111820893A (en) * | 2020-06-24 | 2020-10-27 | 浙江大学 | Portable wireless wearable muscle movement signal acquisition system |
CN112418110A (en) * | 2020-11-26 | 2021-02-26 | 浙江大学 | Human gait stability assessment method and device |
CN112418110B (en) * | 2020-11-26 | 2022-05-17 | 浙江大学 | Human gait stability assessment method and device |
CN112907895A (en) * | 2021-04-15 | 2021-06-04 | 江南造船(集团)有限责任公司 | Boats and ships personnel falling perception method, device, system, medium and electronic equipment |
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