{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,26]],"date-time":"2026-04-26T02:08:35Z","timestamp":1777169315749,"version":"3.51.4"},"reference-count":35,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2025,1,7]],"date-time":"2025-01-07T00:00:00Z","timestamp":1736208000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["UIDB\/50025\/2020"],"award-info":[{"award-number":["UIDB\/50025\/2020"]}]},{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["UIDP\/50025\/2020"],"award-info":[{"award-number":["UIDP\/50025\/2020"]}]},{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["LA\/P\/0037\/2020"],"award-info":[{"award-number":["LA\/P\/0037\/2020"]}]},{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["2022.09701.BD"],"award-info":[{"award-number":["2022.09701.BD"]}]},{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["2020.00154.CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["2020.00154.CEECIND\/CP1589\/CT0019"]}]},{"name":"PRR \u2013 Plano de Recupera\u00e7\u00e3o e Resili\u00eancia under the Next Generation EU from the European Union","award":["CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["CEECIND\/CP1589\/CT0019"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["UIDB\/50025\/2020"],"award-info":[{"award-number":["UIDB\/50025\/2020"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["UIDP\/50025\/2020"],"award-info":[{"award-number":["UIDP\/50025\/2020"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["LA\/P\/0037\/2020"],"award-info":[{"award-number":["LA\/P\/0037\/2020"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["2022.09701.BD"],"award-info":[{"award-number":["2022.09701.BD"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["2020.00154.CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["2020.00154.CEECIND\/CP1589\/CT0019"]}]},{"name":"National funds through the FCT and MEC of Portugal","award":["CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["CEECIND\/CP1589\/CT0019"]}]},{"name":"CEEC","award":["UIDB\/50025\/2020"],"award-info":[{"award-number":["UIDB\/50025\/2020"]}]},{"name":"CEEC","award":["UIDP\/50025\/2020"],"award-info":[{"award-number":["UIDP\/50025\/2020"]}]},{"name":"CEEC","award":["LA\/P\/0037\/2020"],"award-info":[{"award-number":["LA\/P\/0037\/2020"]}]},{"name":"CEEC","award":["2022.09701.BD"],"award-info":[{"award-number":["2022.09701.BD"]}]},{"name":"CEEC","award":["2020.00154.CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["2020.00154.CEECIND\/CP1589\/CT0019"]}]},{"name":"CEEC","award":["CEECIND\/CP1589\/CT0019"],"award-info":[{"award-number":["CEECIND\/CP1589\/CT0019"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Invisible health monitoring is currently a topic of global interest within the scientific community. Sensorization of everyday objects can provide valuable health information without requiring any changes in people\u2019s routines. In this work, a feasibility study of photoplethysmography (PPG) acquisition in the lower limbs for continuous and real-time monitoring of the vital signs, including heart rate (HR) and respiratory rate (RR), is presented. The proposed system uses two MAX30102 sensors to obtain PPG signals from the back of the thigh. As proof of concept, tests were conducted in 17 volunteers (age group between 22 and 40 years old, twelve females and five males), and the results were compared to those of reference sensors. A Pearson correlation coefficient of r = 0.92 and r = 0.77 and a mean difference of 1.2 bpm and 0.9 rpm for HR and RR, respectively, were obtained between the developed system and reference. System accuracies of 95.9% for HR and 91.3% for RR were achieved, showing the system viability for vital sign monitoring of the lower limbs.<\/jats:p>","DOI":"10.3390\/s25020305","type":"journal-article","created":{"date-parts":[[2025,1,7]],"date-time":"2025-01-07T05:06:34Z","timestamp":1736226394000},"page":"305","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Non-Intrusive Monitoring of Vital Signs in the Lower Limbs Using Optical Sensors"],"prefix":"10.3390","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-6625-0781","authenticated-orcid":false,"given":"Joana","family":"Sim\u00f5es","sequence":"first","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4913-8409","authenticated-orcid":false,"given":"Regina","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8729-714X","authenticated-orcid":false,"given":"Florinda M.","family":"Costa","sequence":"additional","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7675-1236","authenticated-orcid":false,"given":"Ant\u00f3nio","family":"Teixeira","sequence":"additional","affiliation":[{"name":"Institute of Electronics and Informatics Engineering of Aveiro (IEETA), Department of Electronics Telecommunications & Informatics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6331-1215","authenticated-orcid":false,"given":"C\u00e1tia","family":"Leit\u00e3o","sequence":"additional","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7292-7735","authenticated-orcid":false,"given":"Pedro","family":"Correia","sequence":"additional","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8363-0109","authenticated-orcid":false,"given":"Ana Lu\u00edsa M.","family":"Silva","sequence":"additional","affiliation":[{"name":"Institute for Nanostructures, Nanomodelling and Nanofabrication (i3N), Department of Physics, University of Aveiro, 3810-193 Aveiro, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2025,1,7]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Silva, A.S., Correia, M.V., de Melo, F., and da Silva, H.P. 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