A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System
The purpose of this study is to develop wearable sensor system for gait evaluation using gyroscopes and accelerometers for application to rehabilitation, healthcare and so on. In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wear...
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Veröffentlicht in: | Computational Intelligence and Neuroscience 2011-01, Vol.2011 (2011), p.411-422 |
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description | The purpose of this study is to develop wearable sensor system for gait evaluation using gyroscopes and accelerometers for application to rehabilitation, healthcare and so on. In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wearable sensor system. The system measured the joint angles using the Kalman filter. Signals from the sensor attached on the foot were used in the stride length estimation detecting foot movement automatically. Joint angles of the lower limbs were measured with stable and reasonable accuracy compared to those values measured with optical motion measurement system with healthy subjects. It was expected that the stride length measurement with the wearable sensor system would be practical by realizing more stable measurement accuracy. Sensor attachment position was suggested not to affect significantly measurement of slow and normal speed movements in a test with the rigid body model. Joint angle patterns measured in 10 m walking with a healthy subject were similar to common patterns. High correlation between joint angles at some characteristic points and stride velocity were also found adequately. These results suggested that the wireless wearable inertial sensor system could detect characteristics of gait. |
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In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wearable sensor system. The system measured the joint angles using the Kalman filter. Signals from the sensor attached on the foot were used in the stride length estimation detecting foot movement automatically. Joint angles of the lower limbs were measured with stable and reasonable accuracy compared to those values measured with optical motion measurement system with healthy subjects. It was expected that the stride length measurement with the wearable sensor system would be practical by realizing more stable measurement accuracy. Sensor attachment position was suggested not to affect significantly measurement of slow and normal speed movements in a test with the rigid body model. Joint angle patterns measured in 10 m walking with a healthy subject were similar to common patterns. High correlation between joint angles at some characteristic points and stride velocity were also found adequately. These results suggested that the wireless wearable inertial sensor system could detect characteristics of gait.</description><identifier>ISSN: 1687-5265</identifier><identifier>EISSN: 1687-5273</identifier><identifier>DOI: 10.1155/2011/975193</identifier><identifier>PMID: 21941531</identifier><language>eng</language><publisher>Cairo, Egypt: Hindawi Limiteds</publisher><subject>Angle ; Biomechanical Phenomena - physiology ; Electronics, Medical - instrumentation ; Electronics, Medical - methods ; Gait ; Gait - physiology ; Humans ; Joints ; Leg - physiology ; Male ; Measurement ; Monitoring, Ambulatory - instrumentation ; Monitoring, Ambulatory - methods ; Physiological aspects ; Range of Motion, Articular - physiology ; Wireless sensor networks ; Wireless Technology - instrumentation ; Young Adult</subject><ispartof>Computational Intelligence and Neuroscience, 2011-01, Vol.2011 (2011), p.411-422</ispartof><rights>Copyright © 2011 Takashi Watanabe et al.</rights><rights>COPYRIGHT 2011 John Wiley & Sons, Inc.</rights><rights>Copyright © 2011 Takashi Watanabe et al. 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a534t-c3d375f5241b78b3599f2cb5357c8e849ab7b260855a7be7290baf3dc756a7143</citedby><cites>FETCH-LOGICAL-a534t-c3d375f5241b78b3599f2cb5357c8e849ab7b260855a7be7290baf3dc756a7143</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175383/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175383/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21941531$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Babiloni, Fabio</contributor><creatorcontrib>Watanabe, Takashi</creatorcontrib><creatorcontrib>Saito, Hiroki</creatorcontrib><creatorcontrib>Koike, Eri</creatorcontrib><creatorcontrib>Nitta, Kazuki</creatorcontrib><title>A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System</title><title>Computational Intelligence and Neuroscience</title><addtitle>Comput Intell Neurosci</addtitle><description>The purpose of this study is to develop wearable sensor system for gait evaluation using gyroscopes and accelerometers for application to rehabilitation, healthcare and so on. In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wearable sensor system. The system measured the joint angles using the Kalman filter. Signals from the sensor attached on the foot were used in the stride length estimation detecting foot movement automatically. Joint angles of the lower limbs were measured with stable and reasonable accuracy compared to those values measured with optical motion measurement system with healthy subjects. It was expected that the stride length measurement with the wearable sensor system would be practical by realizing more stable measurement accuracy. Sensor attachment position was suggested not to affect significantly measurement of slow and normal speed movements in a test with the rigid body model. Joint angle patterns measured in 10 m walking with a healthy subject were similar to common patterns. High correlation between joint angles at some characteristic points and stride velocity were also found adequately. These results suggested that the wireless wearable inertial sensor system could detect characteristics of gait.</description><subject>Angle</subject><subject>Biomechanical Phenomena - physiology</subject><subject>Electronics, Medical - instrumentation</subject><subject>Electronics, Medical - methods</subject><subject>Gait</subject><subject>Gait - physiology</subject><subject>Humans</subject><subject>Joints</subject><subject>Leg - physiology</subject><subject>Male</subject><subject>Measurement</subject><subject>Monitoring, Ambulatory - instrumentation</subject><subject>Monitoring, Ambulatory - methods</subject><subject>Physiological aspects</subject><subject>Range of Motion, Articular - physiology</subject><subject>Wireless sensor networks</subject><subject>Wireless Technology - instrumentation</subject><subject>Young Adult</subject><issn>1687-5265</issn><issn>1687-5273</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>RHX</sourceid><sourceid>EIF</sourceid><recordid>eNqFkk1v1DAQhiMEoqVw4gyyxAEJtNQf8dq-IK2qUooWUWmLerQmyWTXVWIXO2nVP8DvxrspK-DCxTOjefR6xq-L4iWjHxiT8phTxo6NksyIR8Uhm2s1k1yJx_t8Lg-KZyldUyqVpPxpccCZKZkU7LD4uSAXETvXOw_xnlxiGkhoyVeENEbs0e_KL8HlZOHXHSYCviGrIboGyRL9etiQO5ePK5d1MCVy7jEODjqyQp9CTKQNkVwhRKg6JGfgBnJ6C90IgwuerO7TgP3z4kkLXcIXD_Go-P7p9PLk82z57ez8ZLGcgRTlMKtFI5RsJS9ZpXQlpDEtrysppKo16tJApSo-p1pKUBUqbmgFrWhqJeegWCmOio-T7s1Y9djUeb8Inb2Jrs_r2wDO_t3xbmPX4dYKpqTQIgu8fRCI4ceYX8v2LtXYdeAxjMlqI4ympuSZfDORa-jQOt-GLFhvabvguuScCy4z9X6i6hhSitjuZ2HUbu21W3vtZG-mX_85_p797WcG3k3AxvkG7tx_1F5NMGYEW9jDknEtaO4vpz646AZnr8MYfXbHXmSVOc2fjFK-U2S7oCjnlNJ_izLfmNcVvwA5MstX</recordid><startdate>20110101</startdate><enddate>20110101</enddate><creator>Watanabe, Takashi</creator><creator>Saito, Hiroki</creator><creator>Koike, Eri</creator><creator>Nitta, Kazuki</creator><general>Hindawi Limiteds</general><general>Hindawi Puplishing Corporation</general><general>Hindawi Publishing Corporation</general><general>John Wiley & Sons, Inc</general><scope>188</scope><scope>ADJCN</scope><scope>AHFXO</scope><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20110101</creationdate><title>A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System</title><author>Watanabe, Takashi ; Saito, Hiroki ; Koike, Eri ; Nitta, Kazuki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a534t-c3d375f5241b78b3599f2cb5357c8e849ab7b260855a7be7290baf3dc756a7143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Angle</topic><topic>Biomechanical Phenomena - physiology</topic><topic>Electronics, Medical - instrumentation</topic><topic>Electronics, Medical - methods</topic><topic>Gait</topic><topic>Gait - physiology</topic><topic>Humans</topic><topic>Joints</topic><topic>Leg - physiology</topic><topic>Male</topic><topic>Measurement</topic><topic>Monitoring, Ambulatory - instrumentation</topic><topic>Monitoring, Ambulatory - methods</topic><topic>Physiological aspects</topic><topic>Range of Motion, Articular - physiology</topic><topic>Wireless sensor networks</topic><topic>Wireless Technology - instrumentation</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Watanabe, Takashi</creatorcontrib><creatorcontrib>Saito, Hiroki</creatorcontrib><creatorcontrib>Koike, Eri</creatorcontrib><creatorcontrib>Nitta, Kazuki</creatorcontrib><collection>Airiti Library</collection><collection>الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals</collection><collection>معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete</collection><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Computational Intelligence and Neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Watanabe, Takashi</au><au>Saito, Hiroki</au><au>Koike, Eri</au><au>Nitta, Kazuki</au><au>Babiloni, Fabio</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System</atitle><jtitle>Computational Intelligence and Neuroscience</jtitle><addtitle>Comput Intell Neurosci</addtitle><date>2011-01-01</date><risdate>2011</risdate><volume>2011</volume><issue>2011</issue><spage>411</spage><epage>422</epage><pages>411-422</pages><issn>1687-5265</issn><eissn>1687-5273</eissn><abstract>The purpose of this study is to develop wearable sensor system for gait evaluation using gyroscopes and accelerometers for application to rehabilitation, healthcare and so on. In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wearable sensor system. The system measured the joint angles using the Kalman filter. Signals from the sensor attached on the foot were used in the stride length estimation detecting foot movement automatically. Joint angles of the lower limbs were measured with stable and reasonable accuracy compared to those values measured with optical motion measurement system with healthy subjects. It was expected that the stride length measurement with the wearable sensor system would be practical by realizing more stable measurement accuracy. Sensor attachment position was suggested not to affect significantly measurement of slow and normal speed movements in a test with the rigid body model. Joint angle patterns measured in 10 m walking with a healthy subject were similar to common patterns. 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subjects | Angle Biomechanical Phenomena - physiology Electronics, Medical - instrumentation Electronics, Medical - methods Gait Gait - physiology Humans Joints Leg - physiology Male Measurement Monitoring, Ambulatory - instrumentation Monitoring, Ambulatory - methods Physiological aspects Range of Motion, Articular - physiology Wireless sensor networks Wireless Technology - instrumentation Young Adult |
title | A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System |
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