On the Use of Knitted Antennas and Inductively Coupled RFID Tags for Wearable Applications
Recent advancements in conductive yarns and fabrication technologies offer exciting opportunities to design and knit seamless garments equipped with sensors for biomedical applications. In this paper, we discuss the design and application of a wearable strain sensor, which can be used for biomedical...
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| Veröffentlicht in: | IEEE transactions on biomedical circuits and systems 2016-12, Vol.10 (6), p.1047-1057 |
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| container_title | IEEE transactions on biomedical circuits and systems |
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| creator | Patron, Damiano Mongan, William Kurzweg, Timothy P. Fontecchio, Adam Dion, Genevieve Anday, Endla K. Dandekar, Kapil R. |
| description | Recent advancements in conductive yarns and fabrication technologies offer exciting opportunities to design and knit seamless garments equipped with sensors for biomedical applications. In this paper, we discuss the design and application of a wearable strain sensor, which can be used for biomedical monitoring such as contraction, respiration, or limb movements. The system takes advantage of the intensity variations of the backscattered power (RSSI) from an inductively-coupled RFID tag under physical stretching. First, we describe the antenna design along with the modeling of the sheet impedance, which characterizes the conductive textile. Experimental results with custom fabricated prototypes showed good agreement with the numerical simulation of input impedance and radiation pattern. Finally, the wearable sensor has been applied for infant breathing monitoring using a medical programmable mannequin. A machine learning technique has been developed and applied to post-process the RSSI data, and the results show that breathing and non-breathing patterns can be successfully classified. |
| doi_str_mv | 10.1109/TBCAS.2016.2518871 |
| format | Article |
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In this paper, we discuss the design and application of a wearable strain sensor, which can be used for biomedical monitoring such as contraction, respiration, or limb movements. The system takes advantage of the intensity variations of the backscattered power (RSSI) from an inductively-coupled RFID tag under physical stretching. First, we describe the antenna design along with the modeling of the sheet impedance, which characterizes the conductive textile. Experimental results with custom fabricated prototypes showed good agreement with the numerical simulation of input impedance and radiation pattern. Finally, the wearable sensor has been applied for infant breathing monitoring using a medical programmable mannequin. 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(IEEE) 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c461t-191f8e4fd98a07b2a60c482cf86450888225c88ee39965fae68794e49253644b3</citedby><cites>FETCH-LOGICAL-c461t-191f8e4fd98a07b2a60c482cf86450888225c88ee39965fae68794e49253644b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/7458913$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/7458913$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27411227$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Patron, Damiano</creatorcontrib><creatorcontrib>Mongan, William</creatorcontrib><creatorcontrib>Kurzweg, Timothy P.</creatorcontrib><creatorcontrib>Fontecchio, Adam</creatorcontrib><creatorcontrib>Dion, Genevieve</creatorcontrib><creatorcontrib>Anday, Endla K.</creatorcontrib><creatorcontrib>Dandekar, Kapil R.</creatorcontrib><title>On the Use of Knitted Antennas and Inductively Coupled RFID Tags for Wearable Applications</title><title>IEEE transactions on biomedical circuits and systems</title><addtitle>TBCAS</addtitle><addtitle>IEEE Trans Biomed Circuits Syst</addtitle><description>Recent advancements in conductive yarns and fabrication technologies offer exciting opportunities to design and knit seamless garments equipped with sensors for biomedical applications. In this paper, we discuss the design and application of a wearable strain sensor, which can be used for biomedical monitoring such as contraction, respiration, or limb movements. The system takes advantage of the intensity variations of the backscattered power (RSSI) from an inductively-coupled RFID tag under physical stretching. First, we describe the antenna design along with the modeling of the sheet impedance, which characterizes the conductive textile. Experimental results with custom fabricated prototypes showed good agreement with the numerical simulation of input impedance and radiation pattern. Finally, the wearable sensor has been applied for infant breathing monitoring using a medical programmable mannequin. A machine learning technique has been developed and applied to post-process the RSSI data, and the results show that breathing and non-breathing patterns can be successfully classified.</description><subject>Antenna design</subject><subject>Antenna radiation patterns</subject><subject>Antennas</subject><subject>Biomedical communication</subject><subject>Biomedical materials</subject><subject>Biomedical monitoring</subject><subject>Breathing</subject><subject>Contraction</subject><subject>Data processing</subject><subject>Design</subject><subject>Equipment Design</subject><subject>Fabrication</subject><subject>Humans</subject><subject>Impedance</subject><subject>Input impedance</subject><subject>Learning algorithms</subject><subject>Machine learning</subject><subject>Mannequins</subject><subject>Mathematical models</subject><subject>Monitoring</subject><subject>Monitoring, Physiologic - instrumentation</subject><subject>Monitoring, Physiologic - methods</subject><subject>Movement - physiology</subject><subject>Prototypes</subject><subject>Radiation</subject><subject>Radio frequency identification</subject><subject>Radio Frequency Identification Device</subject><subject>Radio-tagging</subject><subject>Radiofrequency identification</subject><subject>Respiration</subject><subject>RFID tags</subject><subject>Simulation</subject><subject>Textile technology</subject><subject>Wearable sensors</subject><subject>Wearable technology</subject><issn>1932-4545</issn><issn>1940-9990</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><sourceid>EIF</sourceid><recordid>eNpdkE1Lw0AQhhdR_Kj-AQVZ8OIldXeyu9k91mi1KBS0RfAStslEI-kmZhOh_97UVg-eZmCed2Z4CDnlbMg5M1ez63j0PATG1RAk1zriO-SQG8ECYwzbXfchBEIKeUCOvP9gTCowsE8OIBKcA0SH5HXqaPuOdO6RVjl9cEXbYkZHrkXnrKfWZXTisi5tiy8sVzSuurrsgafx5IbO7JunedXQF7SNXZRIR3VdFqlti8r5Y7KX29LjybYOyHx8O4vvg8fp3SQePQapULwNuOG5RpFnRlsWLcAqlgoNaa6VkExrDSBTrRFDY5TMLSodGYHCgAyVEItwQC43e-um-uzQt8my8CmWpXVYdT7hGlQEDKKwRy_-oR9V17j-u56SKuyvGdVTsKHSpvK-wTypm2Jpm1XCWbI2n_yYT9bmk635PnS-Xd0tlpj9RX5V98DZBigQ8W8cCakND8NvJwuEwA</recordid><startdate>201612</startdate><enddate>201612</enddate><creator>Patron, Damiano</creator><creator>Mongan, William</creator><creator>Kurzweg, Timothy P.</creator><creator>Fontecchio, Adam</creator><creator>Dion, Genevieve</creator><creator>Anday, Endla K.</creator><creator>Dandekar, Kapil R.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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| ispartof | IEEE transactions on biomedical circuits and systems, 2016-12, Vol.10 (6), p.1047-1057 |
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| subjects | Antenna design Antenna radiation patterns Antennas Biomedical communication Biomedical materials Biomedical monitoring Breathing Contraction Data processing Design Equipment Design Fabrication Humans Impedance Input impedance Learning algorithms Machine learning Mannequins Mathematical models Monitoring Monitoring, Physiologic - instrumentation Monitoring, Physiologic - methods Movement - physiology Prototypes Radiation Radio frequency identification Radio Frequency Identification Device Radio-tagging Radiofrequency identification Respiration RFID tags Simulation Textile technology Wearable sensors Wearable technology |
| title | On the Use of Knitted Antennas and Inductively Coupled RFID Tags for Wearable Applications |
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