{"id":12231,"date":"2026-05-05T20:29:27","date_gmt":"2026-05-05T13:29:27","guid":{"rendered":"https:\/\/sea.new88088.net\/?p=12231"},"modified":"2026-05-05T20:29:27","modified_gmt":"2026-05-05T13:29:27","slug":"lab-thiet-ke-dien-tu-tu-dong-eda","status":"publish","type":"post","link":"https:\/\/sea.new88088.net\/2026\/05\/05\/lab-thiet-ke-dien-tu-tu-dong-eda\/","title":{"rendered":"LAB THI\u1ebeT K\u1ebe \u0110I\u1ec6N T\u1eec T\u1ef0 \u0110\u1ed8NG (EDA)"},"content":{"rendered":"<h1 data-section-id=\"5avt0u\" data-start=\"157\" data-end=\"193\">LAB THI\u1ebeT K\u1ebe \u0110I\u1ec6N T\u1eec T\u1ef0 \u0110\u1ed8NG (EDA)<\/h1>\n<p data-start=\"195\" data-end=\"466\">T\u00ean nh\u00f3m nghi\u00ean c\u1ee9u: Lab Thi\u1ebft k\u1ebf \u0111i\u1ec7n t\u1eed t\u1ef1 \u0111\u1ed9ng (EDA)<br data-start=\"250\" data-end=\"253\" \/>L\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u: H\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 IoT, thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng, thi\u1ebft k\u1ebf vi m\u1ea1ch s\u1ed1<br data-start=\"336\" data-end=\"339\" \/>\u0110\u1ecba ch\u1ec9: Ph\u00f2ng 402 \u2013 R\u1ea1ng \u0110\u00f4ng Lab, Ph\u00f2ng 402-A3, H\u1ecdc vi\u1ec7n C\u00f4ng ngh\u1ec7 B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ng<br data-start=\"428\" data-end=\"431\" \/>Tr\u01b0\u1edfng nh\u00f3m: TS. Nguy\u1ec5n Ng\u1ecdc Minh<\/p>\n<h2 data-section-id=\"1azv59l\" data-start=\"468\" data-end=\"487\">Gi\u1edbi thi\u1ec7u chung<\/h2>\n<p data-start=\"489\" data-end=\"686\">Nh\u00f3m nghi\u00ean c\u1ee9u Thi\u1ebft k\u1ebf \u0111i\u1ec7n t\u1eed t\u1ef1 \u0111\u1ed9ng (EDA) tr\u1ef1c thu\u1ed9c H\u1ecdc vi\u1ec7n C\u00f4ng ngh\u1ec7 B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ng \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp theo Quy\u1ebft \u0111\u1ecbnh s\u1ed1 39\/Q\u0110-HV ng\u00e0y 10\/01\/2024, do TS. Nguy\u1ec5n Ng\u1ecdc Minh l\u00e0m Tr\u01b0\u1edfng Lab.<\/p>\n<p data-start=\"688\" data-end=\"1104\">Lab EDA t\u1eadp trung nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec7n t\u1eed th\u00f4ng minh tr\u00ean n\u1ec1n t\u1ea3ng t\u00edch h\u1ee3p gi\u1eefa ph\u1ea7n c\u1ee9ng, ph\u1ea7n m\u1ec1m nh\u00fang v\u00e0 c\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i bi\u00ean. \u0110\u1ecbnh h\u01b0\u1edbng c\u1ee7a nh\u00f3m kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c th\u00e0nh ph\u1ea7n ri\u00eang l\u1ebb m\u00e0 h\u01b0\u1edbng t\u1edbi x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh c\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai trong th\u1ef1c t\u1ebf, \u0111\u1ea3m b\u1ea3o c\u00e1c y\u00eau c\u1ea7u v\u1ec1 hi\u1ec7u n\u0103ng, ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng v\u00e0 chi ph\u00ed tri\u1ec3n khai.<\/p>\n<p data-start=\"1106\" data-end=\"1525\">C\u00e1c ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u c\u1ee7a Lab t\u1eadp trung v\u00e0o vi\u1ec7c \u0111\u01b0a c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y t\u1eeb m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y xu\u1ed1ng c\u00e1c thi\u1ebft b\u1ecb nh\u00fang c\u00f3 t\u00e0i nguy\u00ean h\u1ea1n ch\u1ebf, \u0111\u1ed3ng th\u1eddi t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng t\u1eeb ki\u1ebfn tr\u00fac ph\u1ea7n c\u1ee9ng \u0111\u1ebfn ph\u1ea7n m\u1ec1m v\u00e0 thu\u1eadt to\u00e1n. B\u00ean c\u1ea1nh \u0111\u00f3, nh\u00f3m ph\u00e1t tri\u1ec3n c\u00e1c n\u1ec1n t\u1ea3ng IoT v\u1edbi kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i linh ho\u1ea1t, t\u00edch h\u1ee3p c\u00e1c giao th\u1ee9c truy\u1ec1n th\u00f4ng hi\u1ec7n \u0111\u1ea1i v\u00e0 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng trong c\u00e1c h\u1ec7 th\u1ed1ng l\u1edbn.<\/p>\n<h2 data-section-id=\"zmevoc\" data-start=\"1527\" data-end=\"1552\">H\u01b0\u1edbng nghi\u00ean c\u1ee9u ch\u00ednh<\/h2>\n<p data-start=\"1554\" data-end=\"1963\">Lab EDA tri\u1ec3n khai c\u00e1c h\u01b0\u1edbng nghi\u00ean c\u1ee9u tr\u1ecdng t\u00e2m trong l\u0129nh v\u1ef1c TinyML v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00ean thi\u1ebft b\u1ecb nh\u00fang, trong \u0111\u00f3 ch\u00fa tr\u1ecdng \u0111\u1ebfn vi\u1ec7c thi\u1ebft k\u1ebf v\u00e0 t\u1ed1i \u01b0u c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng c\u00f3 gi\u1edbi h\u1ea1n v\u1ec1 b\u1ed9 nh\u1edb, n\u0103ng l\u1ef1c x\u1eed l\u00fd v\u00e0 n\u0103ng l\u01b0\u1ee3ng. C\u00e1c nghi\u00ean c\u1ee9u n\u00e0y kh\u00f4ng ch\u1ec9 d\u1eebng \u1edf m\u1ee9c thu\u1eadt to\u00e1n m\u00e0 c\u00f2n g\u1eafn li\u1ec1n v\u1edbi qu\u00e1 tr\u00ecnh tri\u1ec3n khai th\u1ef1c t\u1ebf tr\u00ean vi \u0111i\u1ec1u khi\u1ec3n v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng nh\u00fang.<\/p>\n<p data-start=\"1965\" data-end=\"2283\">Trong l\u0129nh v\u1ef1c y t\u1ebf, Lab t\u1eadp trung ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng Edge AI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u sinh l\u00fd theo th\u1eddi gian th\u1ef1c. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y h\u01b0\u1edbng t\u1edbi vi\u1ec7c h\u1ed7 tr\u1ee3 theo d\u00f5i li\u00ean t\u1ee5c v\u00e0 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p data-start=\"2285\" data-end=\"2574\">\u0110\u1ed1i v\u1edbi m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p, Lab nghi\u00ean c\u1ee9u v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t v\u00e0 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng trong ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00e1y m\u00f3c v\u00e0 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t. Vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i bi\u00ean cho ph\u00e9p x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1ea1i thi\u1ebft b\u1ecb, gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 t\u0103ng \u0111\u1ed9 tin c\u1eady c\u1ee7a h\u1ec7 th\u1ed1ng.<\/p>\n<p data-start=\"2576\" data-end=\"2883\">Trong l\u0129nh v\u1ef1c IoT, Lab ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng ho\u00e0n ch\u1ec9nh bao g\u1ed3m c\u00e1c n\u00fat c\u1ea3m bi\u1ebfn, gateway v\u00e0 h\u1ea1 t\u1ea7ng truy\u1ec1n th\u00f4ng, t\u00edch h\u1ee3p c\u00e1c giao th\u1ee9c nh\u01b0 Bluetooth Mesh, Zigbee, LoRa v\u00e0 Matter. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo h\u01b0\u1edbng linh ho\u1ea1t, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi nhi\u1ec1u b\u00e0i to\u00e1n \u1ee9ng d\u1ee5ng kh\u00e1c nhau.<\/p>\n<p data-start=\"2885\" data-end=\"3153\">Song song v\u1edbi \u0111\u00f3, Lab ch\u00fa tr\u1ecdng \u0111\u1ebfn thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng v\u00e0 l\u1eadp tr\u00ecnh vi \u0111i\u1ec1u khi\u1ec3n, bao g\u1ed3m ph\u00e1t tri\u1ec3n c\u00e1c m\u1ea1ch nh\u00fang d\u1ef1a tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng ARM nh\u01b0 STM32, NXP v\u00e0 ESP32. Qu\u00e1 tr\u00ecnh n\u00e0y bao g\u1ed3m t\u1eeb thi\u1ebft k\u1ebf s\u01a1 \u0111\u1ed3 nguy\u00ean l\u00fd, thi\u1ebft k\u1ebf PCB \u0111\u1ebfn t\u1ed1i \u01b0u h\u1ec7 th\u1ed1ng \u1edf m\u1ee9c ph\u1ea7n c\u1ee9ng.<\/p>\n<p data-start=\"3155\" data-end=\"3464\">B\u00ean c\u1ea1nh c\u00e1c n\u1ec1n t\u1ea3ng vi \u0111i\u1ec1u khi\u1ec3n, Lab c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng Linux nh\u00fang, v\u1edbi tr\u1ecdng t\u00e2m l\u00e0 t\u00f9y bi\u1ebfn h\u1ec7 \u0111i\u1ec1u h\u00e0nh th\u00f4ng qua c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Yocto, Buildroot v\u00e0 OpenWrt. C\u00e1c nghi\u00ean c\u1ee9u trong h\u01b0\u1edbng n\u00e0y bao g\u1ed3m ph\u00e1t tri\u1ec3n driver, t\u1ed1i \u01b0u h\u1ec7 th\u1ed1ng v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng ch\u1ea1y tr\u00ean n\u1ec1n Linux nh\u00fang.<\/p>\n<h2 data-section-id=\"1vl2oil\" data-start=\"3466\" data-end=\"3490\">\u0110\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n<\/h2>\n<p data-start=\"3492\" data-end=\"3831\">Lab EDA h\u01b0\u1edbng t\u1edbi x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4i tr\u01b0\u1eddng nghi\u00ean c\u1ee9u chuy\u00ean s\u00e2u, n\u01a1i k\u1ebft h\u1ee3p gi\u1eefa vi\u1ec7c l\u00e0m ch\u1ee7 c\u00e1c c\u00f4ng ngh\u1ec7 l\u00f5i v\u00e0 kh\u1ea3 n\u0103ng tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh trong th\u1ef1c t\u1ebf. \u0110\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n c\u1ee7a Lab t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao n\u0103ng l\u1ef1c nghi\u00ean c\u1ee9u v\u00e0 chuy\u1ec3n giao c\u00f4ng ngh\u1ec7, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c l\u0129nh v\u1ef1c TinyML, Edge AI v\u00e0 h\u1ec7 th\u1ed1ng IoT.<\/p>\n<p data-start=\"3833\" data-end=\"4232\">Nh\u00f3m ch\u00fa tr\u1ecdng th\u00fac \u0111\u1ea9y c\u00e1c nghi\u00ean c\u1ee9u c\u00f3 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng cao, trong \u0111\u00f3 c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp tr\u00ean c\u00e1c thi\u1ebft b\u1ecb nh\u00fang nh\u1ecf g\u1ecdn, \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u v\u1ec1 th\u1eddi gian th\u1ef1c v\u00e0 ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng th\u1ea5p. \u0110\u1ed3ng th\u1eddi, Lab t\u0103ng c\u01b0\u1eddng h\u1ee3p t\u00e1c v\u1edbi c\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 nh\u1eb1m ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh, t\u1eeb thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng, ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111\u1ebfn tri\u1ec3n khai h\u1ec7 th\u1ed1ng.<\/p>\n<p data-start=\"4234\" data-end=\"4625\">B\u00ean c\u1ea1nh ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u, Lab EDA c\u0169ng \u0111\u1eb7t m\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o ngu\u1ed3n nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao, c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c li\u00ean ng\u00e0nh gi\u1eefa \u0111i\u1ec7n t\u1eed, c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Ng\u01b0\u1eddi h\u1ecdc tham gia Lab s\u1ebd \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng to\u00e0n di\u1ec7n t\u1eeb thi\u1ebft k\u1ebf m\u1ea1ch, l\u1eadp tr\u00ecnh h\u1ec7 th\u1ed1ng nh\u00fang, ph\u00e1t tri\u1ec3n Linux Embedded \u0111\u1ebfn tri\u1ec3n khai v\u00e0 t\u1ed1i \u01b0u c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y tr\u00ean thi\u1ebft b\u1ecb th\u1ef1c t\u1ebf.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>LAB THI\u1ebeT K\u1ebe \u0110I\u1ec6N T\u1eec T\u1ef0 \u0110\u1ed8NG (EDA) T\u00ean nh\u00f3m nghi\u00ean c\u1ee9u: Lab Thi\u1ebft k\u1ebf \u0111i\u1ec7n t\u1eed t\u1ef1 \u0111\u1ed9ng (EDA)L\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u: H\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 IoT, thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng, thi\u1ebft k\u1ebf vi m\u1ea1ch s\u1ed1\u0110\u1ecba ch\u1ec9: Ph\u00f2ng 402 \u2013 R\u1ea1ng \u0110\u00f4ng Lab, Ph\u00f2ng 402-A3, H\u1ecdc vi\u1ec7n C\u00f4ng ngh\u1ec7 B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ngTr\u01b0\u1edfng nh\u00f3m: [&hellip;]<\/p>\n","protected":false},"author":40,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12231","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/posts\/12231","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/users\/40"}],"replies":[{"embeddable":true,"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/comments?post=12231"}],"version-history":[{"count":0,"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/posts\/12231\/revisions"}],"wp:attachment":[{"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/media?parent=12231"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/categories?post=12231"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sea.new88088.net\/wp-json\/wp\/v2\/tags?post=12231"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}