{"id":477077,"date":"2023-08-09T09:06:59","date_gmt":"2023-08-09T09:06:59","guid":{"rendered":""},"modified":"2023-09-05T11:13:57","modified_gmt":"2023-09-05T11:13:57","slug":"embedded-intelligence","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/embedded-intelligence\/","title":{"rendered":"Tr\u00ed th\u00f4ng minh nh\u00fang"},"content":{"rendered":"<p>Tr\u00ed th\u00f4ng minh nh\u00fang \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c t\u00edch h\u1ee3p s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh v\u00e0o h\u1ec7 th\u1ed1ng, thi\u1ebft b\u1ecb ho\u1eb7c m\u00f4i tr\u01b0\u1eddng. S\u1ef1 h\u1ee3p nh\u1ea5t n\u00e0y cho ph\u00e9p c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u00edch \u1ee9ng, ph\u1ea3n \u1ee9ng nhanh v\u00e0 t\u1ef1 ch\u1ee7 h\u01a1n, n\u00e2ng cao ch\u1ee9c n\u0103ng t\u1ed5ng th\u1ec3 c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng li\u00ean quan.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u c\u1ee7a tr\u00ed tu\u1ec7 nh\u00fang<\/h2>\n<p>Kh\u00e1i ni\u1ec7m tr\u00ed tu\u1ec7 nh\u00fang c\u00f3 ngu\u1ed3n g\u1ed1c t\u1eeb c\u00e1c l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o r\u1ed9ng h\u01a1n. N\u00f3 n\u1ed5i l\u00ean n\u1ed5i b\u1eadt trong nh\u1eefng n\u0103m 1990, khi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a b\u1ed9 vi x\u1eed l\u00fd cho ph\u00e9p nhi\u1ec1u kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n h\u01a1n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o c\u00e1c thi\u1ebft b\u1ecb v\u00e0 h\u1ec7 th\u1ed1ng. C\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u00e1ng ch\u00fa \u00fd \u0111\u1ea7u ti\u00ean c\u1ee7a tr\u00ed th\u00f4ng minh nh\u00fang xu\u1ea5t hi\u1ec7n trong c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p kh\u00e1c nhau, n\u01a1i c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 b\u1ed9 \u0111i\u1ec1u khi\u1ec3n th\u00f4ng minh cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t th\u00edch \u1ee9ng.<\/p>\n<h2>M\u1edf r\u1ed9ng kh\u00e1i ni\u1ec7m v\u1ec1 tr\u00ed th\u00f4ng minh nh\u00fang<\/h2>\n<p>Tr\u00ed th\u00f4ng minh nh\u00fang li\u00ean quan \u0111\u1ebfn vi\u1ec7c k\u1ebft h\u1ee3p kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 ra quy\u1ebft \u0111\u1ecbnh v\u00e0o m\u1ed9t lo\u1ea1t c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 thi\u1ebft b\u1ecb. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m m\u1ecdi th\u1ee9 t\u1eeb thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed ti\u00eau d\u00f9ng h\u00e0ng ng\u00e0y nh\u01b0 \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh v\u00e0 thi\u1ebft b\u1ecb t\u1ef1 \u0111\u1ed9ng h\u00f3a gia \u0111\u00ecnh cho \u0111\u1ebfn h\u1ec7 th\u1ed1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 m\u00e1y m\u00f3c c\u00f4ng nghi\u1ec7p ph\u1ee9c t\u1ea1p.<\/p>\n<p>C\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nh\u1eefng thay \u0111\u1ed5i trong m\u00f4i tr\u01b0\u1eddng ho\u1eb7c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o theo th\u1eddi gian th\u1ef1c, \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi c\u1ee7a ch\u00fang d\u1ef1a tr\u00ean c\u00e1c quy t\u1eafc \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc, thu\u1eadt to\u00e1n h\u1ecdc t\u1eadp ho\u1eb7c k\u1ebft h\u1ee3p c\u1ea3 hai. Ch\u00fang th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, b\u1ed9 x\u1eed l\u00fd \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 b\u1ed9 truy\u1ec1n \u0111\u1ed9ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh.<\/p>\n<h2>C\u01a1 ch\u1ebf b\u00ean trong c\u1ee7a tr\u00ed th\u00f4ng minh nh\u00fang<\/h2>\n<p>Ch\u1ee9c n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh ba l\u0129nh v\u1ef1c ch\u00ednh: thu th\u1eadp d\u1eef li\u1ec7u, x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng.<\/p>\n<ol>\n<li>\n<p><strong>Thu th\u1eadp d\u1eef li\u1ec7u:<\/strong> Th\u00f4ng qua c\u00e1c c\u1ea3m bi\u1ebfn nh\u00fang, h\u1ec7 th\u1ed1ng thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 m\u00f4i tr\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00f3 ho\u1eb7c t\u1eeb ng\u01b0\u1eddi d\u00f9ng. \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 b\u1ea5t c\u1ee9 \u0111i\u1ec1u g\u00ec, t\u1eeb ch\u1ec9 s\u1ed1 nhi\u1ec7t \u0111\u1ed9 trong b\u1ed9 \u0111i\u1ec1u ch\u1ec9nh nhi\u1ec7t th\u00f4ng minh \u0111\u1ebfn t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh.<\/p>\n<\/li>\n<li>\n<p><strong>X\u1eed l\u00ed d\u1eef li\u1ec7u:<\/strong> D\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c sau \u0111\u00f3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd b\u1eb1ng nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p t\u00ednh to\u00e1n kh\u00e1c nhau. Ch\u00fang c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean quy t\u1eafc, thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y ho\u1eb7c c\u00e1c c\u00f4ng ngh\u1ec7 AI kh\u00e1c.<\/p>\n<\/li>\n<li>\n<p><strong>Th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng:<\/strong> D\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 c\u1ee7a giai \u0111o\u1ea1n x\u1eed l\u00fd d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n m\u1ed9t h\u00e0nh \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c k\u00edch ho\u1ea1t m\u1ed9t b\u1ed9 ph\u1eadn (nh\u01b0 b\u1ed9 s\u01b0\u1edfi ho\u1eb7c b\u1ed9 l\u00e0m m\u00e1t trong b\u1ed9 \u0111i\u1ec1u nhi\u1ec7t), \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh ho\u1eb7c g\u1eedi th\u00f4ng b\u00e1o cho ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00fang<\/h2>\n<ul>\n<li>\n<p><strong>Quy\u1ec1n t\u1ef1 tr\u1ecb:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<\/li>\n<li>\n<p><strong>Th\u00edch \u1ee9ng:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 th\u00edch \u1ee9ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i trong m\u00f4i tr\u01b0\u1eddng ho\u1eb7c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi c\u1ee7a ch\u00fang n\u1ebfu c\u1ea7n.<\/p>\n<\/li>\n<li>\n<p><strong>Ph\u1ea3n h\u1ed3i th\u1eddi gian th\u1ef1c:<\/strong> Tr\u00ed th\u00f4ng minh nh\u00fang cho ph\u00e9p ph\u1ea3n h\u1ed3i theo th\u1eddi gian th\u1ef1c ho\u1eb7c g\u1ea7n th\u1eddi gian th\u1ef1c \u0111\u1ed1i v\u1edbi c\u00e1c thay \u0111\u1ed5i ho\u1eb7c th\u00f4ng tin \u0111\u1ea7u v\u00e0o.<\/p>\n<\/li>\n<li>\n<p><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y th\u01b0\u1eddng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng quy m\u00f4 \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 ho\u1eb7c m\u00f4i tr\u01b0\u1eddng ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang<\/h2>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 c\u00e1c lo\u1ea1i h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang kh\u00e1c nhau:<\/p>\n<ol>\n<li><strong>\u0110i\u1ec7n t\u1eed d\u00e2n d\u1ee5ng:<\/strong> \u0110i\u1ec7n tho\u1ea1i th\u00f4ng minh, TV th\u00f4ng minh, c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 \u0111eo \u0111\u01b0\u1ee3c.<\/li>\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a gia \u0111\u00ecnh:<\/strong> B\u1ed9 \u0111i\u1ec1u nhi\u1ec7t th\u00f4ng minh, h\u1ec7 th\u1ed1ng chi\u1ebfu s\u00e1ng t\u1ef1 \u0111\u1ed9ng, h\u1ec7 th\u1ed1ng an ninh.<\/li>\n<li><strong>T\u01b0\u0323 \u0111\u00f4\u0323ng trong c\u00f4ng nghi\u00ea\u0323p:<\/strong> C\u1ea3m bi\u1ebfn v\u00e0 b\u1ed9 \u0111i\u1ec1u khi\u1ec3n th\u00f4ng minh, d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p t\u1ef1 \u0111\u1ed9ng.<\/li>\n<li><strong>V\u1eadn t\u1ea3i:<\/strong> Xe t\u1ef1 h\u00e0nh, h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd giao th\u00f4ng th\u00f4ng minh.<\/li>\n<li><strong>Ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe:<\/strong> Thi\u1ebft b\u1ecb y t\u1ebf th\u00f4ng minh, h\u1ec7 th\u1ed1ng theo d\u00f5i b\u1ec7nh nh\u00e2n.<\/li>\n<\/ol>\n<h2>S\u1eed d\u1ee5ng tr\u00ed th\u00f4ng minh nh\u00fang: Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n<p>M\u1eb7c d\u00f9 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed th\u00f4ng minh nh\u00fang r\u1ea5t \u0111a d\u1ea1ng v\u00e0 ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n nh\u01b0ng c\u0169ng c\u00f3 m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c li\u00ean quan \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng n\u00f3.<\/p>\n<ol>\n<li>\n<p><strong>B\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 quy\u1ec1n ri\u00eang t\u01b0:<\/strong> V\u00ec c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang th\u01b0\u1eddng thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m n\u00ean vi\u1ec7c \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a d\u1eef li\u1ec7u l\u00e0 r\u1ea5t quan tr\u1ecdng. C\u00e1c gi\u1ea3i ph\u00e1p c\u00f3 th\u1ec3 bao g\u1ed3m m\u00e3 h\u00f3a, ph\u01b0\u01a1ng ph\u00e1p l\u01b0u tr\u1eef v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u an to\u00e0n c\u0169ng nh\u01b0 h\u1ec7 th\u1ed1ng x\u00e1c th\u1ef1c ng\u01b0\u1eddi d\u00f9ng m\u1ea1nh m\u1ebd.<\/p>\n<\/li>\n<li>\n<p><strong>S\u1ef1 ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng:<\/strong> V\u00ec c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y th\u01b0\u1eddng ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c n\u00ean vi\u1ec7c qu\u1ea3n l\u00fd m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 \u0111\u00e1ng quan t\u00e2m. C\u00e1c gi\u1ea3i ph\u00e1p bao g\u1ed3m b\u1ed9 x\u1eed l\u00fd hi\u1ec7u qu\u1ea3 h\u01a1n, ch\u1ebf \u0111\u1ed9 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng v\u00e0 c\u00f4ng ngh\u1ec7 thu n\u0103ng l\u01b0\u1ee3ng.<\/p>\n<\/li>\n<li>\n<p><strong>\u0110\u1ed9 ph\u1ee9c t\u1ea1p:<\/strong> S\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang c\u00f3 th\u1ec3 khi\u1ebfn ch\u00fang kh\u00f3 thi\u1ebft k\u1ebf, tri\u1ec3n khai v\u00e0 b\u1ea3o tr\u00ec h\u01a1n. C\u00e1c gi\u1ea3i ph\u00e1p bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p thi\u1ebft k\u1ebf m\u00f4-\u0111un, quy tr\u00ecnh ki\u1ec3m tra v\u00e0 x\u00e1c nh\u1eadn m\u1ea1nh m\u1ebd c\u0169ng nh\u01b0 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh c\u1ea5p cao.<\/p>\n<\/li>\n<\/ol>\n<h2>Tr\u00ed tu\u1ec7 nh\u00fang so v\u1edbi c\u00e1c kh\u00e1i ni\u1ec7m t\u01b0\u01a1ng t\u1ef1 kh\u00e1c<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u00dd t\u01b0\u1edfng<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<th>So s\u00e1nh v\u1edbi tr\u00ed th\u00f4ng minh nh\u00fang<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>H\u1ecdc m\u00e1y<\/td>\n<td>M\u1ed9t lo\u1ea1i AI cung c\u1ea5p cho h\u1ec7 th\u1ed1ng kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n t\u1eeb kinh nghi\u1ec7m.<\/td>\n<td>M\u1eb7c d\u00f9 tr\u00ed th\u00f4ng minh nh\u00fang c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y, nh\u01b0ng \u0111\u00f3 l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m r\u1ed9ng h\u01a1n bao g\u1ed3m to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng ch\u1ee9 kh\u00f4ng ch\u1ec9 kh\u00eda c\u1ea1nh h\u1ecdc t\u1eadp.<\/td>\n<\/tr>\n<tr>\n<td>Internet v\u1ea1n v\u1eadt (IoT)<\/td>\n<td>M\u1ed9t m\u1ea1ng g\u1ed3m c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau, m\u1ed7i thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c g\u1eafn c\u1ea3m bi\u1ebfn, ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c nh\u1eb1m m\u1ee5c \u0111\u00edch k\u1ebft n\u1ed1i v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u v\u1edbi c\u00e1c thi\u1ebft b\u1ecb v\u00e0 h\u1ec7 th\u1ed1ng kh\u00e1c qua internet.<\/td>\n<td>IoT th\u01b0\u1eddng t\u1eadn d\u1ee5ng tr\u00ed th\u00f4ng minh nh\u00fang \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ee9c n\u0103ng c\u1ee7a thi\u1ebft b\u1ecb, nh\u01b0ng kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb IoT \u0111\u1ec1u th\u00f4ng minh.<\/td>\n<\/tr>\n<tr>\n<td>Ng\u01b0\u1eddi m\u00e1y<\/td>\n<td>M\u1ed9t l\u0129nh v\u1ef1c k\u1ebft h\u1ee3p k\u1ef9 thu\u1eadt v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh \u0111\u1ec3 thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh robot.<\/td>\n<td>Robotics c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng tr\u00ed th\u00f4ng minh nh\u00fang cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng, nh\u01b0ng thu\u1eadt ng\u1eef robot c\u0169ng bao g\u1ed3m c\u00e1c kh\u00eda c\u1ea1nh v\u1eadt l\u00fd c\u1ee7a thi\u1ebft k\u1ebf v\u00e0 ch\u1ebf t\u1ea1o robot.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai c\u1ee7a tr\u00ed tu\u1ec7 nh\u00fang<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a tr\u00ed tu\u1ec7 nh\u00fang c\u00f3 v\u1ebb t\u01b0\u01a1i s\u00e1ng, v\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 li\u00ean t\u1ee5c trong AI, h\u1ecdc m\u00e1y, c\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn v\u00e0 thu nh\u1ecf ph\u1ea7n c\u1ee9ng h\u1ee9a h\u1eb9n mang \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang m\u1ea1nh m\u1ebd v\u00e0 linh ho\u1ea1t h\u01a1n n\u1eefa.<\/p>\n<p>Nh\u1eefng ph\u00e1t tri\u1ec3n ti\u1ec1m n\u0103ng trong t\u01b0\u01a1ng lai bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>T\u0103ng c\u01b0\u1eddng quy\u1ec1n t\u1ef1 ch\u1ee7:<\/strong> Ch\u00fang ta c\u00f3 th\u1ec3 th\u1ea5y c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang tr\u1edf n\u00ean t\u1ef1 ch\u1ee7 h\u01a1n, c\u00f3 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p h\u01a1n v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh ph\u1ee9c t\u1ea1p h\u01a1n.<\/li>\n<li><strong>C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp:<\/strong> Nh\u1eefng ti\u1ebfn b\u1ed9 trong h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u00fang c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 th\u00edch \u1ee9ng hi\u1ec7u qu\u1ea3 h\u01a1n t\u1eeb tr\u1ea3i nghi\u1ec7m c\u1ee7a ch\u00fang.<\/li>\n<li><strong>T\u00edch h\u1ee3p r\u1ed9ng h\u01a1n:<\/strong> Khi c\u00f4ng ngh\u1ec7 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, tr\u00ed th\u00f4ng minh nh\u00fang c\u00f3 th\u1ec3 s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t t\u00ednh n\u0103ng ti\u00eau chu\u1ea9n trong nhi\u1ec1u lo\u1ea1i thi\u1ebft b\u1ecb v\u00e0 h\u1ec7 th\u1ed1ng ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n, t\u1eeb thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed ti\u00eau d\u00f9ng \u0111\u1ebfn c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00e0nh ph\u1ed1.<\/li>\n<\/ul>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 th\u00f4ng tin nh\u00fang<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb tr\u00ed th\u00f4ng minh nh\u00fang. C\u00e1c m\u00e1y ch\u1ee7 proxy th\u00f4ng minh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch c\u00e1c m\u1eabu l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c \u0111\u1ecbnh tuy\u1ebfn d\u1eef li\u1ec7u, ph\u00e1t hi\u1ec7n v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt trong th\u1eddi gian th\u1ef1c v\u00e0 th\u1eadm ch\u00ed \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi c\u1ee7a ch\u00fang d\u1ef1a tr\u00ean s\u1edf th\u00edch v\u00e0 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. Ch\u1eb3ng h\u1ea1n, m\u1ed9t m\u00e1y ch\u1ee7 proxy th\u00f4ng minh c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i \u0111\u1ecba ch\u1ec9 IP d\u1ef1a tr\u00ean nhu c\u1ea7u \u0111\u1ecbnh v\u1ecb \u0111\u1ecba l\u00fd c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, \u0111\u1ea3m b\u1ea3o t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 tin c\u1eady t\u1ed1i \u01b0u.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/lecture\/introduction-embedded-systems\/welcome-to-course-1-introduction-to-embedded-systems-vZqFX\" target=\"_new\" rel=\"noopener nofollow\">Gi\u1edbi thi\u1ec7u v\u1ec1 h\u1ec7 th\u1ed1ng nh\u00fang<\/a><\/li>\n<li><a href=\"https:\/\/www.tutorialspoint.com\/embedded_systems\/embedded_systems_applications.htm\" target=\"_new\" rel=\"noopener nofollow\">\u1ee8ng d\u1ee5ng c\u1ee7a h\u1ec7 th\u1ed1ng nh\u00fang<\/a><\/li>\n<li><a href=\"https:\/\/iot-analytics.com\/product\/embedded-ai-edge-computing\/\" target=\"_new\" rel=\"noopener nofollow\">AI nh\u00fang v\u00e0 \u0111i\u1ec7n to\u00e1n bi\u00ean<\/a><\/li>\n<li><a href=\"https:\/\/www.bbvaopenmind.com\/en\/technology\/digital-world\/artificial-intelligence-in-embedded-systems\/\" target=\"_new\" rel=\"noopener nofollow\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong h\u1ec7 th\u1ed1ng nh\u00fang<\/a><\/li>\n<\/ul>","protected":false},"featured_media":477078,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477077","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Embedded Intelligence: A Comprehensive Overview<\/mark>","faq_items":[{"question":"What is Embedded Intelligence?","answer":"<p>Embedded Intelligence refers to the integration of computational capabilities, data analysis, and decision-making abilities directly into systems, devices, or environments. These systems can adapt and respond autonomously to changes in their environment or input data.<\/p>"},{"question":"When was the concept of Embedded Intelligence first introduced?","answer":"<p>The concept of embedded intelligence emerged prominently during the 1990s. This was largely due to the proliferation of microprocessors that allowed more computational capabilities to be incorporated directly into devices and systems.<\/p>"},{"question":"How does Embedded Intelligence work?","answer":"<p>The functionality of an embedded intelligent system can be broadly divided into three key areas: data collection, data processing, and action execution. They collect data via embedded sensors, process it using computational methods, and then make decisions based on the results to execute an action.<\/p>"},{"question":"What are some key features of Embedded Intelligence?","answer":"<p>The key features of embedded intelligence include autonomy, adaptivity, real-time response, and scalability. These systems can operate independently, adapt to changes in their environment, respond in real-time or near real-time, and can often be scaled up to handle more complex tasks or environments.<\/p>"},{"question":"What are some examples of Embedded Intelligence systems?","answer":"<p>Examples of embedded intelligent systems include consumer electronics like smartphones and smart TVs, home automation devices like smart thermostats and automated lighting systems, industrial automation systems like smart sensors and controllers, and transportation and healthcare devices.<\/p>"},{"question":"What are the challenges in using Embedded Intelligence?","answer":"<p>Challenges associated with the use of embedded intelligence include data security and privacy, power consumption, and complexity of the systems. These are addressed through encryption, secure data storage and transmission methods, efficient processors, power-saving modes, energy harvesting technologies, and the use of high-level programming languages and tools.<\/p>"},{"question":"How does Embedded Intelligence compare with other similar concepts?","answer":"<p>While embedded intelligence may use machine learning, it's a broader concept that encompasses the full system, not just the learning aspect. IoT often leverages embedded intelligence to improve device functionality, but not all IoT devices are necessarily intelligent. Robotics can utilize embedded intelligence for autonomous operations, but the term robotics also covers the physical aspects of robot design and construction.<\/p>"},{"question":"What are the future prospects of Embedded Intelligence?","answer":"<p>The future of embedded intelligence is likely to include increased autonomy, improved learning capabilities, and wider integration. As technology continues to evolve, embedded intelligence is expected to become a standard feature in a growing range of devices and systems.<\/p>"},{"question":"How can proxy servers benefit from Embedded Intelligence?","answer":"<p>Intelligent proxy servers could use embedded intelligence to analyze traffic patterns for data routing optimization, detect and respond to security threats in real-time, and adapt their behavior based on user preferences and behaviors. For instance, a smart proxy server could automatically switch IP addresses based on the geolocation needs of the user, ensuring optimal speed and reliability.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/477077","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/477077\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/477078"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=477077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}