{"id":741,"date":"2020-09-13T05:09:36","date_gmt":"2020-09-13T14:09:36","guid":{"rendered":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/?p=741"},"modified":"2020-09-13T05:09:38","modified_gmt":"2020-09-13T14:09:38","slug":"wellcomp2020_higuma","status":"publish","type":"post","link":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/en\/2020\/09\/13\/wellcomp2020_higuma\/","title":{"rendered":"Soichiro Higuma presented his research &#8220;Towards estimating UV light intensity using GPS signal strength&#8221; at an in-conjunction workshop (WellComp2020) in ACM UbiComp2020"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>Soichiro Higuma presented his research &#8220;Towards estimating UV light intensity using GPS signal strength&#8221; at an in-conjunction workshop (<a href=\"http:\/\/wellcomp.org\/2020\" title=\"http:\/\/wellcomp.org\/2020\">WellComp2020<\/a>) in <a href=\"https:\/\/ubicomp.org\/ubicomp2020\/\">ACM UbiComp2020<\/a> <\/p>\n\n\n<div class=\"tp_single_publication\"><span class=\"tp_single_author\">Soichiro Higuma, Yuuki Nishiyama, Kaoru Sezaki: <\/span> <span class=\"tp_single_title\">Towards Estimating UV Light Intensity Using GPS Signal Strength<\/span>. <span class=\"tp_single_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, <\/span><span class=\"tp_pub_additional_pages\">pp. 684\u2013687, <\/span><span class=\"tp_pub_additional_publisher\">Association for Computing Machinery, <\/span><span class=\"tp_pub_additional_address\">Virtual Event, Mexico, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>, <span class=\"tp_pub_additional_isbn\">ISBN: 9781450380768<\/span>.<\/span><\/div>\n\n\n\n<p><\/p>\n\n\n<h2 class=\"tp_abstract\">Abstract<\/h2><p class=\"tp_abstract\">Due to recent urbanization and changing lifestyles, many people have been spending more time indoors. Hence, they tend to receive less direct sunlight than ever before. Although excessive\/inadequate UV exposure can be harmful to human health leading to illnesses such as skin cancer, spots, or depression, moderate UV exposure is necessary for vitamin D production in the body. Therefore, estimating UV exposure with a commonly used device is useful for maintaining a healthy lifestyle from excessive\/inadequate UV exposure in our daily life. In this study, we aim to estimate UV exposure, and to this end, we used the GPS signal strength (C\/No) collected from an off-the-shelf smartphone for exploring the relationship between UV values and C\/No. We conducted an experiment and measured UV values and C\/No from 10 places in two different situations. From the results, we observed a significant correlation (R2 more than 0.87) between UV values and C\/No when all the data were divided by the sun\/shade condition. This result supports the fact that UV values potentially can be inferred from C\/No to some degree if the sun\/shade condition can be detected.<\/p>\n\n\n\n<iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/qsuyUv47M6E\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe>\n\n\n\n<p><\/p>\n\n\n<h2 class=\"tp_links\">Links<\/h2><p class=\"tp_abstract\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1145\/3410530.3414434\" title=\"https:\/\/doi.org\/10.1145\/3410530.3414434\" target=\"_blank\">https:\/\/doi.org\/10.1145\/3410530.3414434<\/a><\/li><li><i class=\"fab fa-youtube\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/youtu.be\/qsuyUv47M6E\" title=\"https:\/\/youtu.be\/qsuyUv47M6E\" target=\"_blank\">https:\/\/youtu.be\/qsuyUv47M6E<\/a><\/li><li><i class=\"fab fa-github\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/github.com\/sezakilab\/M5Stack_UVLogger\" title=\"https:\/\/github.com\/sezakilab\/M5Stack_UVLogger\" target=\"_blank\">https:\/\/github.com\/sezakilab\/M5Stack_UVLogger<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1145\/3410530.3414434\" title=\"Follow DOI:10.1145\/3410530.3414434\" target=\"_blank\">doi:10.1145\/3410530.3414434<\/a><\/li><\/ul><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Soichiro Higuma presented his research &#8220;Towards estimating UV light intensity using GPS signal strength&#8221; at an in-conjunction workshop (WellComp2020) in ACM UbiComp2020<\/p>\n","protected":false},"author":1,"featured_media":730,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_locale":"en_US","_original_post":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/?p=729"},"categories":[11,4],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/posts\/741"}],"collection":[{"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/comments?post=741"}],"version-history":[{"count":1,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/posts\/741\/revisions"}],"predecessor-version":[{"id":742,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/posts\/741\/revisions\/742"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/media\/730"}],"wp:attachment":[{"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/media?parent=741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/categories?post=741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mcl.iis.u-tokyo.ac.jp\/wp-json\/wp\/v2\/tags?post=741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}