{"id":3453,"date":"2026-06-27T13:11:49","date_gmt":"2026-06-27T11:11:49","guid":{"rendered":"https:\/\/hria.upb.ro\/?post_type=dt_portfolio&#038;p=3453"},"modified":"2026-06-27T13:11:49","modified_gmt":"2026-06-27T11:11:49","slug":"end-to-end-tinyml-vibration-sensing-quantized-rescnn-on-stm32l4-with-sd-card-logging-and-secure-lorawan","status":"publish","type":"dt_portfolio","link":"https:\/\/hria.upb.ro\/en\/eveniment\/end-to-end-tinyml-vibration-sensing-quantized-rescnn-on-stm32l4-with-sd-card-logging-and-secure-lorawan\/","title":{"rendered":"End-to-End TinyML Vibration Sensing: Quantized ResCNN on STM32L4 with SD-Card Logging and Secure LoRaWAN"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: justify;\"><strong>End-to-End TinyML Vibration Sensing: Quantized ResCNN on STM32L4 with SD-Card Logging and Secure LoRaWAN<\/strong>. Valentin-Dimitrie Popescu, Mircea Giurgiu, Jason Harrell. In: Proceedings of the 22nd IEEE International Colloquium on Signal Processing &amp; Its Applications (<a href=\"https:\/\/www.asprg.net\/cms\/conference.php?conf_short_name=cspa2026\" target=\"_blank\" rel=\"noopener\">CSPA 2026<\/a>), 1 Mat 2026, Kuala Lumpur, Malaysia, DOI: <a href=\"https:\/\/doi.org\/10.1109\/cspa68262.2026.11517778\" target=\"_blank\" rel=\"noopener\">10.1109\/cspa68262.2026.11517778<\/a>.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] End-to-End TinyML Vibration Sensing: Quantized ResCNN on STM32L4 with SD-Card Logging and Secure LoRaWAN. Valentin-Dimitrie Popescu, Mircea Giurgiu, Jason Harrell. In: Proceedings of the 22nd IEEE International Colloquium on Signal Processing &amp; Its Applications (CSPA 2026), 1 Mat 2026, Kuala Lumpur, Malaysia, DOI: 10.1109\/cspa68262.2026.11517778. [\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"author":1,"featured_media":1997,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[35,34,55,38],"dt_portfolio_tags":[],"class_list":["post-3453","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-conferinta","dt_portfolio_category-lucrari-stiintifice","dt_portfolio_category-sp_utcn_conf","dt_portfolio_category-sp_utcn","dt_portfolio_category-35","dt_portfolio_category-34","dt_portfolio_category-55","dt_portfolio_category-38","description-off"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["ro","en"],"languages":{"ro":{"title":true,"content":true,"excerpt":false},"en":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio"}],"about":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/types\/dt_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/comments?post=3453"}],"version-history":[{"count":1,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3453\/revisions"}],"predecessor-version":[{"id":3454,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3453\/revisions\/3454"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media\/1997"}],"wp:attachment":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media?parent=3453"}],"wp:term":[{"taxonomy":"dt_portfolio_category","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_category?post=3453"},{"taxonomy":"dt_portfolio_tags","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_tags?post=3453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}