{"id":2101,"date":"2026-04-28T14:32:18","date_gmt":"2026-04-28T06:32:18","guid":{"rendered":"https:\/\/midradar.com\/?post_type=news&p=2101"},"modified":"2026-05-07T10:18:21","modified_gmt":"2026-05-07T02:18:21","slug":"giam-sat-cat-canh-va-ha-canh-ky-thuat-so-cach-ai-ho-tro-cac-dai-kiem-soat-khong-luu-trong-viec-phan-tich-duong-luon-ha-canh-theo-thoi-gian-thuc","status":"publish","type":"news","link":"https:\/\/midradar.com\/vi\/news\/digital-takeoff-and-landing-monitoring-how-ai-assists-towers-in-real-time-glideslope-analysis\/","title":{"rendered":"Gi\u00e1m s\u00e1t c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh k\u1ef9 thu\u1eadt s\u1ed1: C\u00e1ch AI h\u1ed7 tr\u1ee3 c\u00e1c \u0111\u00e0i ki\u1ec3m so\u00e1t kh\u00f4ng l\u01b0u trong vi\u1ec7c ph\u00e2n t\u00edch \u0111\u01b0\u1eddng l\u01b0\u1ee3n h\u1ea1 c\u00e1nh theo th\u1eddi gian th\u1ef1c"},"content":{"rendered":"

Trong ho\u1ea1t \u0111\u1ed9ng nh\u1ed9n nh\u1ecbp c\u1ee7a c\u00e1c s\u00e2n bay hi\u1ec7n \u0111\u1ea1i, giai \u0111o\u1ea1n c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh l\u00e0 nh\u1eefng th\u1eddi \u0111i\u1ec3m quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi an to\u00e0n bay. Theo truy\u1ec1n th\u1ed1ng, vi\u1ec7c gi\u00e1m s\u00e1t t\u1eeb th\u00e1p \u0111i\u1ec1u khi\u1ec3n ch\u1ee7 y\u1ebfu d\u1ef1a v\u00e0o quan s\u00e1t tr\u1ef1c quan c\u1ee7a c\u00e1c ki\u1ec3m so\u00e1t vi\u00ean kh\u00f4ng l\u01b0u v\u00e0 m\u00e0n h\u00ecnh radar. Tuy nhi\u00ean, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 m\u1ed9t c\u00e1ch \u0111\u1ecbnh l\u01b0\u1ee3ng xem m\u00e1y bay c\u00f3 \u0111\u01b0\u1ee3c c\u0103n ch\u1ec9nh ch\u00ednh x\u00e1c v\u1edbi \u0111\u01b0\u1eddng b\u0103ng hay kh\u00f4ng? L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 theo d\u00f5i theo th\u1eddi gian th\u1ef1c xem qu\u1ef9 \u0111\u1ea1o h\u1ea1 c\u00e1nh c\u1ee7a m\u00e1y bay c\u00f3 l\u1ec7ch kh\u1ecfi \u0111\u01b0\u1eddng d\u1ed1c ti\u00eau chu\u1ea9n hay kh\u00f4ng?<\/p>\n

C\u1ee7a Midradar<\/a> H\u1ec7 th\u1ed1ng nh\u1eadn d\u1ea1ng, theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh m\u00e1y bay TF1000 mang \u0111\u1ebfn m\u1ed9t gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ed9t ph\u00e1 cho c\u00e1c th\u00e1p \u0111i\u1ec1u khi\u1ec3n, t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00f4ng ngh\u1ec7 t\u00edch h\u1ee3p c\u1ea3m bi\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n

\"Nh\u1eadn<\/p>\n

1. C\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i: K\u1ebft h\u1ee3p radar v\u00e0 th\u1ecb gi\u00e1c<\/a> v\u00e0 Gi\u00e1m s\u00e1t \u0111a chi\u1ec1u<\/h2>\n

TF1000 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t chi\u1ebfc camera \u0111\u1ed9 n\u00e9t cao. Thi\u1ebft b\u1ecb n\u00e0y t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 h\u00ecnh \u1ea3nh quang h\u1ecdc trong \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng c\u1ef1c th\u1ea5p, h\u00ecnh \u1ea3nh nhi\u1ec7t h\u1ed3ng ngo\u1ea1i l\u00e0m m\u00e1t, \u0111o kho\u1ea3ng c\u00e1ch b\u1eb1ng laser v\u00e0 c\u00e1c thu\u1eadt to\u00e1n nh\u1eadn di\u1ec7n AI \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c theo d\u00f5i ch\u00ednh x\u00e1c m\u00e1y bay 24\/7.<\/p>\n

\u2022 Ki\u1ec3m tra tr\u1ef1c quan trong m\u1ecdi \u0111i\u1ec1u ki\u1ec7n th\u1eddi ti\u1ebft: V\u00e0o ban \u0111\u00eam, khi s\u01b0\u01a1ng m\u00f9 d\u00e0y \u0111\u1eb7c ho\u1eb7c trong \u0111i\u1ec1u ki\u1ec7n t\u1ea7m nh\u00ecn h\u1ea1n ch\u1ebf, h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng c\u1ea3m bi\u1ebfn MCT l\u00e0m m\u00e1t (h\u00ecnh \u1ea3nh nhi\u1ec7t) \u0111\u1ec3 xuy\u00ean qua c\u00e1c y\u1ebfu t\u1ed1 g\u00e2y nhi\u1ec5u trong kh\u00ed quy\u1ec3n v\u00e0 ghi nh\u1eadn d\u1ea5u v\u1ebft nhi\u1ec7t c\u1ee7a m\u00e1y bay, \u0111\u1ea3m b\u1ea3o vi\u1ec7c gi\u00e1m s\u00e1t di\u1ec5n ra li\u00ean t\u1ee5c.<\/p>\n

\u2022 H\u01b0\u1edbng d\u1eabn d\u1ef1a tr\u00ean nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u: H\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 h\u01b0\u1edbng d\u1eabn b\u1eb1ng radar, h\u01b0\u1edbng d\u1eabn b\u1eb1ng ADS-B v\u00e0 t\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng kh\u00f3a m\u1ee5c ti\u00eau d\u1ef1a tr\u00ean c\u00e0i \u0111\u1eb7t s\u1eb5n. B\u1eb1ng c\u00e1ch thu nh\u1eadn d\u1eef li\u1ec7u v\u1ec1 v\u0129 \u0111\u1ed9, kinh \u0111\u1ed9, \u0111\u1ed9 cao v\u00e0 v\u1eadn t\u1ed1c t\u1eeb c\u00e1c radar gi\u00e1m s\u00e1t, gi\u00e1 treo quang \u0111i\u1ec7n s\u1ebd t\u1ef1 \u0111\u1ed9ng h\u01b0\u1edbng v\u1ec1 ph\u00eda m\u1ee5c ti\u00eau v\u00e0 duy tr\u00ec kh\u1ea3 n\u0103ng theo d\u00f5i \u1ed5n \u0111\u1ecbnh v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u1edf m\u1ee9c centimet.<\/p>\n

\"Nh\u1eadn<\/p>\n

2. Ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c: \u0110\u1ed9 l\u1ec7ch \u0111\u01b0\u1eddng d\u1ed1c h\u1ea1 c\u00e1nh v\u00e0 \u0111\u01b0\u1eddng trung t\u00e2m<\/h2>\n

Gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng n\u1eb1m \u1edf vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng \u0111\u1ed9ng l\u1ef1c h\u1ecdc bay ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c bi\u1ec3u \u0111\u1ed3 s\u1ed1 tr\u1ef1c quan v\u00e0 \u0111\u1ecbnh l\u01b0\u1ee3ng:<\/p>\n

\u2022 V\u1ebd \u0111\u01b0\u1eddng d\u1ed1c h\u1ea1 c\u00e1nh \u0111\u1ed9ng: H\u1ec7 th\u1ed1ng t\u00ednh to\u00e1n t\u1ecda \u0111\u1ed9 kh\u00f4ng gian c\u1ee7a m\u00e1y bay theo th\u1eddi gian th\u1ef1c v\u00e0 hi\u1ec3n th\u1ecb \u0111\u01b0\u1eddng cong h\u1ea1 c\u00e1nh th\u1ef1c t\u1ebf tr\u00ean m\u00e0n h\u00ecnh. B\u1eb1ng c\u00e1ch so s\u00e1nh v\u1edbi \u0111\u01b0\u1eddng d\u1ed1c h\u1ea1 c\u00e1nh ti\u00eau chu\u1ea9n (v\u00ed d\u1ee5: g\u00f3c h\u1ea1 c\u00e1nh 3\u00b0), c\u00e1c ki\u1ec3m so\u00e1t vi\u00ean kh\u00f4ng l\u01b0u c\u00f3 th\u1ec3 quan s\u00e1t r\u00f5 r\u00e0ng c\u00e1c sai l\u1ec7ch v\u1ec1 \u0111\u1ed9 cao, t\u1eeb \u0111\u00f3 ng\u0103n ng\u1eeba c\u00e1c r\u1ee7i ro li\u00ean quan \u0111\u1ebfn vi\u1ec7c m\u00e1y bay bay qu\u00e1 cao ho\u1eb7c qu\u00e1 th\u1ea5p trong qu\u00e1 tr\u00ecnh ti\u1ebfp c\u1eadn.<\/p>\n

\u2022 Gi\u00e1m s\u00e1t \u0111\u1ed9 l\u1ec7ch so v\u1edbi tr\u1ee5c \u0111\u01b0\u1eddng b\u0103ng: S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111o kho\u1ea3ng c\u00e1ch v\u00e0 \u0111\u1ed9 ph\u00e2n gi\u1ea3i g\u00f3c c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao, h\u1ec7 th\u1ed1ng t\u00ednh to\u00e1n kho\u1ea3ng c\u00e1ch l\u1ec7ch ngang so v\u1edbi tr\u1ee5c \u0111\u01b0\u1eddng b\u0103ng. N\u1ebfu \u0111\u1ed9 l\u1ec7ch v\u01b0\u1ee3t qu\u00e1 ng\u01b0\u1ee1ng \u0111\u00e3 c\u00e0i \u0111\u1eb7t s\u1eb5n (v\u00ed d\u1ee5: \u00b110 m\u00e9t), h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c k\u00edch ho\u1ea1t c\u00e1c c\u1ea3nh b\u00e1o b\u1eb1ng h\u00ecnh \u1ea3nh v\u00e0 \u00e2m thanh.<\/p>\n

3. Nh\u1eadn di\u1ec7n th\u00f4ng minh: T\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n tr\u1ea1ng th\u00e1i h\u1ec7 th\u1ed1ng b\u00e1nh \u0111\u00e1p<\/h2>\n

S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u, TF1000 c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng nh\u1eadn di\u1ec7n c\u00e1c c\u1ea5u h\u00ecnh quan tr\u1ecdng c\u1ee7a m\u00e1y bay:<\/p>\n

\u2022 Nh\u1eadn di\u1ec7n b\u1ed9 b\u00e1nh \u0111\u00e1p: H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n xem b\u1ed9 b\u00e1nh \u0111\u00e1p \u0111\u00e3 \u0111\u01b0\u1ee3c h\u1ea1 xu\u1ed1ng th\u00e0nh c\u00f4ng hay ch\u01b0a. N\u1ebfu m\u00e1y bay h\u1ea1 xu\u1ed1ng d\u01b0\u1edbi \u0111\u1ed9 cao an to\u00e0n (v\u00ed d\u1ee5: 200 feet) m\u00e0 b\u1ed9 b\u00e1nh \u0111\u00e1p ch\u01b0a \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n, m\u1ed9t c\u1ea3nh b\u00e1o kh\u1ea9n c\u1ea5p s\u1ebd \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn \u0111\u00e0i ki\u1ec3m so\u00e1t kh\u00f4ng l\u01b0u.<\/p>\n

\u2022 Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng \u0111a m\u00f4 h\u00ecnh: M\u00f4 h\u00ecnh AI n\u00e0y \u00e1p d\u1ee5ng cho nhi\u1ec1u lo\u1ea1i m\u00e1y bay kh\u00e1c nhau, t\u1eeb m\u00e1y bay ch\u1edf kh\u00e1ch d\u00e2n d\u1ee5ng \u0111\u1ebfn tr\u1ef1c th\u0103ng, \u0111\u1ed3ng th\u1eddi duy tr\u00ec t\u1ef7 l\u1ec7 nh\u1eadn di\u1ec7n cao \u1edf c\u1ea3 ch\u1ebf \u0111\u1ed9 h\u00ecnh \u1ea3nh quang h\u1ecdc v\u00e0 h\u00ecnh \u1ea3nh nhi\u1ec7t.<\/p>\n

\"Nh\u1eadn<\/p>\n

4. Qu\u1ea3n l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 ph\u00e2n t\u00edch sau s\u1ef1 ki\u1ec7n<\/h2>\n

T\u1ea5t c\u1ea3 d\u1eef li\u1ec7u gi\u00e1m s\u00e1t \u2014 bao g\u1ed3m video hai k\u00eanh, t\u1ecda \u0111\u1ed9 qu\u1ef9 \u0111\u1ea1o v\u00e0 \u0111\u01b0\u1eddng cong \u0111\u1ed9 l\u1ec7ch \u2014 \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i \u0111\u1ed3ng b\u1ed9.<\/p>\n

\u2022 Ph\u00e1t l\u1ea1i theo chuy\u1ebfn bay: Ng\u01b0\u1eddi v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 ph\u00e1t l\u1ea1i d\u1eef li\u1ec7u theo t\u1eebng chuy\u1ebfn c\u1ea5t c\u00e1nh ho\u1eb7c h\u1ea1 c\u00e1nh c\u1ee5 th\u1ec3, \u0111\u1ed3ng th\u1eddi xem c\u1ea3 \u0111o\u1ea1n video v\u00e0 c\u00e1c th\u00f4ng s\u1ed1 bay.<\/p>\n

\u2022 Th\u00f4ng tin chi ti\u1ebft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u: D\u1eef li\u1ec7u n\u00e0y cung c\u1ea5p c\u01a1 s\u1edf khoa h\u1ecdc v\u00e0 \u0111\u1ecbnh l\u01b0\u1ee3ng cho c\u00f4ng t\u00e1c hu\u1ea5n luy\u1ec7n bay, \u0111i\u1ec1u tra s\u1ef1 c\u1ed1 v\u00e0 ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a s\u00e2n bay.<\/p>\n

K\u1ebft lu\u1eadn: \u201cTr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1\u201d cho c\u00e1c s\u00e2n bay th\u00f4ng minh<\/h2>\n

V\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1ed9c l\u1eadp v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng Ki\u1ec3m so\u00e1t Kh\u00f4ng l\u01b0u (ATC) hi\u1ec7n c\u00f3, TF1000 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t \u201cPhi c\u00f4ng ph\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1\u201d cho c\u00e1c ki\u1ec3m so\u00e1t vi\u00ean th\u00e1p \u0111i\u1ec1u khi\u1ec3n. Th\u00f4ng qua s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn, h\u1ec7 th\u1ed1ng n\u00e0y n\u00e2ng t\u1ea7m vi\u1ec7c gi\u00e1m s\u00e1t c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh t\u1eeb \u201cquan s\u00e1t \u0111\u1ecbnh t\u00ednh\u201d l\u00ean \u201cph\u00e2n t\u00edch \u0111\u1ecbnh l\u01b0\u1ee3ng\u201d.\u201d<\/p>\n

H\u1ec7 th\u1ed1ng Midradar TF1000 hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o v\u1eadn h\u00e0nh t\u1ea1i m\u1ed9t s\u1ed1 s\u00e2n bay th\u00f4ng minh. \u0110\u1ec3 nh\u1eadn t\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt chi ti\u1ebft ho\u1eb7c k\u1ebf ho\u1ea1ch tri\u1ec3n khai t\u00f9y ch\u1ec9nh, vui l\u00f2ng li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"

Trong ho\u1ea1t \u0111\u1ed9ng nh\u1ed9n nh\u1ecbp c\u1ee7a c\u00e1c s\u00e2n bay hi\u1ec7n \u0111\u1ea1i, giai \u0111o\u1ea1n c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh l\u00e0 nh\u1eefng th\u1eddi \u0111i\u1ec3m quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi an to\u00e0n bay. Theo truy\u1ec1n th\u1ed1ng, vi\u1ec7c gi\u00e1m s\u00e1t t\u1eeb th\u00e1p \u0111i\u1ec1u khi\u1ec3n ch\u1ee7 y\u1ebfu d\u1ef1a v\u00e0o quan s\u00e1t tr\u1ef1c quan c\u1ee7a c\u00e1c ki\u1ec3m so\u00e1t vi\u00ean kh\u00f4ng l\u01b0u v\u00e0 m\u00e0n h\u00ecnh radar. Tuy nhi\u00ean, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 m\u1ed9t c\u00e1ch \u0111\u1ecbnh l\u01b0\u1ee3ng xem m\u00e1y bay c\u00f3 \u0111\u01b0\u1ee3c c\u0103n ch\u1ec9nh ch\u00ednh x\u00e1c v\u1edbi \u0111\u01b0\u1eddng b\u0103ng hay kh\u00f4ng? L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 theo d\u00f5i theo th\u1eddi gian th\u1ef1c xem qu\u1ef9 \u0111\u1ea1o h\u1ea1 c\u00e1nh c\u1ee7a m\u00e1y bay c\u00f3 l\u1ec7ch kh\u1ecfi \u0111\u01b0\u1eddng d\u1ed1c ti\u00eau chu\u1ea9n hay kh\u00f4ng?<\/p>","protected":false},"featured_media":2123,"comment_status":"closed","ping_status":"closed","template":"","class_list":["post-2101","news","type-news","status-publish","has-post-thumbnail","hentry","news_category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/news\/2101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/types\/news"}],"replies":[{"embeddable":true,"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/comments?post=2101"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/media\/2123"}],"wp:attachment":[{"href":"https:\/\/midradar.com\/vi\/wp-json\/wp\/v2\/media?parent=2101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}