{"id":40013,"date":"2026-03-10T11:13:59","date_gmt":"2026-03-10T03:13:59","guid":{"rendered":"https:\/\/idmakers.cn\/?p=40013"},"modified":"2026-03-10T11:13:59","modified_gmt":"2026-03-10T03:13:59","slug":"edge_ai-9","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/03\/10\/edge_ai-9\/","title":{"rendered":"\u8fb9\u7f18\u8ba1\u7b97\u5982\u4f55\u4fdd\u969c\u5de5\u4e1aAI\u7684\u786e\u5b9a\u6027\u5ef6\u8fdf\uff1f"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong><\/span>\u5728\u5de5\u4e1a\u81ea\u52a8\u5316\u3001\u9ad8\u901f\u8d28\u68c0\u6216\u673a\u5668\u4eba\u534f\u540c\u7b49\u573a\u666f\u4e2d\uff0c\u6beb\u79d2\u7ea7\u7684\u5ef6\u8fdf\u6ce2\u52a8\u6781\u53ef\u80fd\u5bfc\u81f4\u6279\u6b21\u62a5\u5e9f\u3001\u8bbe\u5907\u78b0\u649e\u6216\u751f\u4ea7\u8282\u62cd\u7d0a\u4e71\u3002\u4f20\u7edf\u57fa\u4e8e\u4e91\u6216\u96c6\u4e2d\u5f0f\u670d\u52a1\u5668\u7684\u65b9\u6848\uff0c\u53d7\u9650\u4e8e\u7269\u7406\u8ddd\u79bb\u4e0e\u7f51\u7edc\u6296\u52a8\uff0c\u5176\u7aef\u5230\u7aef\u5ef6\u8fdf\u5b58\u5728\u4e0d\u53ef\u9884\u6d4b\u7684\u957f\u5c3e\u6548\u5e94\uff0c\u96be\u4ee5\u6ee1\u8db3\u5de5\u4e1a\u73b0\u573a\u7684\u201c\u786e\u5b9a\u6027\u201d\u8981\u6c42\u3002\u8fb9\u7f18\u8ba1\u7b97\u7684\u5174\u8d77\uff0c\u6838\u5fc3\u5728\u4e8e\u5c06\u7b97\u529b\u4e0b\u6c89\u81f3\u6570\u636e\u4ea7\u751f\u6e90\u5934\uff0c\u901a\u8fc7\u201cARM+NPU\u201d\u5f02\u6784\u67b6\u6784\u5728\u7269\u7406\u5c42\u5b9e\u73b0\u63a7\u5236\u6d41\u4e0e\u6570\u636e\u6d41\u7684\u786c\u9694\u79bb\u4e0e\u5e76\u884c\u5904\u7406\uff0c\u4ece\u800c\u4ece\u6839\u672c\u4e0a\u6d88\u9664\u7f51\u7edc\u4f20\u8f93\u4e0e\u7cfb\u7edf\u8c03\u5ea6\u5e26\u6765\u7684\u4e0d\u786e\u5b9a\u5ef6\u8fdf\uff0c\u4e3a\u5de5\u4e1aAI\u63d0\u4f9b\u53ef\u9884\u6d4b\u7684\u6beb\u79d2\u7ea7\u5b9e\u65f6\u54cd\u5e94\u5e95\u5ea7\u3002<\/p>\n

\u8fb9\u7f18\u5f02\u6784\u8ba1\u7b97\u5b9e\u73b0\u5de5\u4e1a\u7ea7\u786e\u5b9a\u6027\u5ef6\u8fdf\u7684\u6280\u672f\u8def\u5f84<\/h2>\n

\u5de5\u4e1a\u8fb9\u7f18\u7cfb\u7edf\u7684\u5b9e\u65f6\u6027\uff0c\u5e76\u975e\u5355\u4e00\u82af\u7247\u7684\u5cf0\u503c\u7b97\u529b\u6240\u80fd\u51b3\u5b9a\uff0c\u800c\u662f\u611f\u77e5\u3001\u4f20\u8f93\u3001\u8ba1\u7b97\u3001\u63a7\u5236\u5168\u94fe\u8def\u65f6\u5ef6\u7684\u53e0\u52a0\u3002\u4ee5\u642d\u8f7d\u56db\u6838ARM\u5904\u7406\u5668\u4e0e\u72ec\u7acbNPU\uff08\u5982108 TOPS INT8\u7b97\u529b\uff09\u7684\u5178\u578b\u8fb9\u7f18\u8ba1\u7b97\u8bbe\u5907\u4e3a\u4f8b\uff0c\u5176\u67b6\u6784\u8bbe\u8ba1\u76f4\u6307\u4ee5\u4e0b\u5ef6\u8fdf\u74f6\u9888\uff1a<\/p>\n

1. \u63a7\u5236\u4e0e\u7b97\u529b\u7684\u7269\u7406\u7ea7\u89e3\u8026<\/h4>\n

\u786e\u5b9a\u6027\u5ef6\u8fdf\u7684\u9996\u8981\u6311\u6218\u662f\u7cfb\u7edf\u6296\u52a8\uff08Jitter\uff09\u3002\u5f53NPU\u6ee1\u8f7d\u5904\u740616\u8def\u89c6\u89c9\u63a8\u7406\u65f6\uff0c\u82e5\u7cfb\u7edf\u901a\u8baf\u4efb\u52a1\uff08\u5982\u5904\u7406TSN\u4ee5\u592a\u7f51\u5e27\u3001MQTT\u6d88\u606f\u6216PLC\u6307\u4ee4\uff09\u4e0e\u4e4b\u5171\u4eab\u8ba1\u7b97\u8d44\u6e90\uff0c\u6781\u6613\u56e0\u8d44\u6e90\u62a2\u5360\u5f15\u53d1\u5fae\u79d2\u81f3\u6beb\u79d2\u7ea7\u7684\u8c03\u5ea6\u5ef6\u8fdf\uff0c\u5bfc\u81f4\u63a7\u5236\u94fe\u8def\u54cd\u5e94\u8d85\u65f6\u3002<\/p>\n

\u5f02\u6784\u67b6\u6784\u901a\u8fc7\u786c\u5b9e\u65f6\u9694\u79bb\u5b9e\u73b0\u89e3\u8026\uff1aARM\u5185\u6838\u4e13\u8d23\u65f6\u95f4\u654f\u611f\u7684\u63a7\u5236\u9762\u4efb\u52a1\uff0c\u5176\u5b9e\u65f6\u64cd\u4f5c\u7cfb\u7edf\uff08RTOS\uff09\u6216\u5185\u6838\u8865\u4e01\u786e\u4fdd\u901a\u8baf\u4efb\u52a1\u7684\u5fae\u79d2\u7ea7\u54cd\u5e94\uff1bNPU\u5219\u4f5c\u4e3a\u7eaf\u6570\u636e\u9762\u7b97\u529b\u5355\u5143\uff0c\u6301\u7eed\u5904\u7406\u89c6\u89c9\u6d41\u3002\u4e8c\u8005\u901a\u8fc7SOC\u5185\u90e8\u9ad8\u901f\u603b\u7ebf\uff08\u5982AXI\uff09\u4e92\u8054\uff0c\u4f46\u8c03\u5ea6\u4f18\u5148\u7ea7\u5728\u786c\u4ef6\u5c42\u9762\u5f97\u4ee5\u56fa\u5316\u3002\u5b9e\u6d4b\u8868\u660e\uff0c\u6b64\u79cd\u67b6\u6784\u4e0b\uff0c\u5373\u4fbf\u5728NPU\u5229\u7528\u7387\u6301\u7eed\u9ad8\u4e8e95%\u7684\u538b\u6d4b\u573a\u666f\u4e2d\uff0cARM\u5904\u7406\u5b9e\u65f6\u901a\u8baf\u94fe\u8def\u7684\u6296\u52a8\u7387\u53ef\u63a7\u5236\u57285\u5fae\u79d2\u4ee5\u5185\uff0c\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u4e3a\u4e0a\u5c42\u903b\u8f91\u63a7\u5236\u63d0\u4f9b\u4e86\u786e\u5b9a\u6027\u7684\u65f6\u95f4\u57fa\u3002<\/p>\n

2. \u7b97\u529b\u77e9\u9635\u7684\u96f6\u62f7\u8d1d\u6d41\u8f6c<\/h4>\n

\u4f20\u7edf\u67b6\u6784\u4e2d\uff0c\u89c6\u9891\u6d41\u7ecf\u76f8\u673a\u91c7\u96c6\u540e\uff0c\u9700\u7ecf\u8fc7\u201c\u5185\u5b58->CPU->\u5185\u5b58->NPU\u201d<\/strong>\u591a\u6b21\u642c\u8fd0\uff0c\u6570\u636e\u590d\u5236\u4e0e\u683c\u5f0f\u8f6c\u6362\u6d88\u8017\u5927\u91cf\u65f6\u95f4\uff0c\u5f62\u6210\u201c\u5185\u5b58\u5899\u201d\u3002\u572816\u8def1080P@30fps\u5e76\u53d1\u573a\u666f\u4e0b\uff0c\u4ec5\u6570\u636e\u642c\u8fd0\u5f15\u5165\u7684\u5ef6\u8fdf\u5c31\u53ef\u80fd\u8d85\u8fc710ms\u3002<\/p>\n

\u8fb9\u7f18\u5f02\u6784\u67b6\u6784\u901a\u8fc7\u96f6\u62f7\u8d1d\uff08Zero-Copy\uff09\u4e0eDMA\u76f4\u63a5\u5185\u5b58\u5b58\u53d6\u6280\u672f\u4f18\u5316\u6b64\u8def\u5f84\u3002\u76f8\u673a\u6570\u636e\u901a\u8fc7MIPI-CSI\u7b49\u63a5\u53e3\u76f4\u63a5\u5199\u5165\u7531NPU\u7ba1\u7406\u6216\u5171\u4eab\u7684\u8fde\u7eed\u7269\u7406\u5185\u5b58\u533a\u57df\uff0cNPU\u901a\u8fc7DMA\u76f4\u63a5\u4ece\u8be5\u533a\u57df\u8bfb\u53d6\u6570\u636e\u8fdb\u884c\u63a8\u7406\uff0c\u7ed3\u679c\u4e5f\u5199\u5165\u5171\u4eab\u5185\u5b58\u4f9bARM\u6838\u5fc3\u8bfb\u53d6\u5e76\u89e6\u53d1IO\u52a8\u4f5c\u3002\u6574\u4e2a\u8fc7\u7a0b\u89c4\u907f\u4e86CPU\u4ecb\u5165\u7684\u6570\u636e\u590d\u5236\u3002\u7ed3\u5408108 TOPS INT8\u7b97\u529b\uff0c\u5355\u5e27\u56fe\u50cf\uff08\u5982YUV422 1080P\uff09\u7684\u63a8\u7406\u5ef6\u8fdf\u53ef\u538b\u7f29\u81f32-3ms\u3002\u56e0\u6b64\uff0c\u4ece\u4e00\u5e27\u56fe\u50cf\u91c7\u96c6\u5b8c\u6210\u5230\u63a8\u7406\u7ed3\u679c\u8f93\u51fa\u7684\u201c\u7a7f\u900f\u5ef6\u8fdf\u201d\uff0c\u53ef\u7a33\u5b9a\u63a7\u5236\u57285ms\u5de6\u53f3\uff0c\u4e3a\u540e\u7eed\u6267\u884c\u5668\u54cd\u5e94\u7559\u51fa\u5145\u8db3\u4f59\u91cf\u3002<\/p>\n

3. \u9ad8\u5e26\u5bbd\u5bf9\u7269\u7406\u8282\u62cd\u7684\u4fdd\u969c<\/h4>\n

\u9ad8\u5e76\u53d1\u3001\u9ad8\u5206\u8fa8\u7387\u6570\u636e\u541e\u5410\u5bf9\u5185\u5b58\u5e26\u5bbd\u63d0\u51fa\u82db\u523b\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u5355\u8def4K\uff083840×2160\uff09YUV422\u56fe\u50cf\u7684\u6570\u636e\u91cf\u7ea6\u4e3a16MB\uff0c16\u8def\u5e76\u53d1\u539f\u59cb\u6570\u636e\u6d41\u6bcf\u79d2\u5e26\u5bbd\u9700\u6c42\u9ad8\u8fbe\u7ea62.5GB\/s\u3002\u82e5\u5185\u5b58\u5e26\u5bbd\u4e0d\u8db3\uff0cNPU\u5c06\u5904\u4e8e\u201c\u6570\u636e\u9965\u997f\u201d<\/strong>\u72b6\u6001\uff0c\u95f4\u6b47\u6027\u7b49\u5f85\u6570\u636e\u4f9b\u7ed9\uff0c\u5bfc\u81f4\u63a8\u7406\u5ef6\u8fdf\u51fa\u73b0\u5468\u671f\u6027\u5c16\u5cf0\u3002<\/p>\n

\u91c7\u7528LPDDR4X\u9ad8\u5e26\u5bbd\u5185\u5b58\uff08\u59828GB\/16GB\uff0c\u5e26\u5bbd\u53ef\u8fbe\u6570\u5341GB\/s\uff09\u662f\u89e3\u51b3\u6b64\u95ee\u9898\u7684\u786c\u4ef6\u57fa\u7840\u3002\u5728\u8fb9\u7f18\u76d2\u5904\u740616\u8def4K\u89c6\u9891\u6d41\u8fdb\u884c\u5927\u56fe\u7279\u5f81\u63d0\u53d6\u65f6\uff0cLPDDR4X\u7684\u9ad8\u5e26\u5bbd\u80fd\u591f\u786e\u4fdd\u539f\u59cb\u6570\u636e\u6301\u7eed\u3001\u65e0\u963b\u585e\u5730\u4f9b\u7ed9NPU\uff0c\u540c\u65f6\u652f\u6301\u591a\u4e2aINT8\u68c0\u6d4b\u6a21\u578b\u7684\u201c\u70ed\u5207\u6362\u201d<\/strong>\uff08\u5373\u4ece\u5185\u5b58\u6c60\u5feb\u901f\u52a0\u8f7d\u65b0\u6a21\u578b\u53c2\u6570\uff09\u3002\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u5728\u6301\u7eed\u541e\u54104K\u6570\u636e\u6d41\u7684\u538b\u529b\u4e0b\uff0c\u5185\u5b58\u63a7\u5236\u5668\u5229\u7528\u7387\u53ef\u4fdd\u6301\u572870%\u4ee5\u4e0b\u7684\u5065\u5eb7\u6c34\u4f4d\uff0c\u786e\u4fdd\u7aef\u5230\u7aef\uff08\u4ece\u4f20\u611f\u5668\u91c7\u96c6\u5230\u63a7\u5236\u6307\u4ee4\u8f93\u51fa\uff09\u5168\u94fe\u8def\u65f6\u5ef6\u88ab\u4e25\u683c\u538b\u7f29\u81f330ms\u4ee5\u5185\u7684\u8bbe\u8ba1\u76ee\u6807\uff0c\u7cbe\u51c6\u5339\u914d\u9ad8\u901f\u4ea7\u7ebf\u8282\u62cd\u3002<\/p>\n

\"\u6a21\u578b\u70ed\u5207\u6362\u7684\u5361\u987f\u63a7\u5236\"<\/p>\n

\u4e25\u82db\u73af\u5883\u4e0b\u7684\u8fb9\u7f18\u8ba1\u7b97\u5b9e\u65f6\u6027\u538b\u6d4b\u4e0e\u9a8c\u8bc1<\/h2>\n

\u7406\u8bba\u67b6\u6784\u7684\u4f18\u52bf\u9700\u7ecf\u4e25\u82db\u6d4b\u8bd5\u9a8c\u8bc1\u3002\u4ee5\u4e0b\u57fa\u4e8e\u5178\u578b\u5de5\u4e1a\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50\uff08ARM+108 TOPS NPU\uff0c 16GB LPDDR4X\uff09\u7684\u5b9e\u6d4b\u6570\u636e\u5c55\u5f00\u3002<\/p>\n

1. \u5e76\u53d1\u5ef6\u8fdf\u6781\u9650\u5206\u6790<\/h4>\n

\u572816\u8def1080P@30fps\u89c6\u9891\u6d41\u5168\u901f\u6267\u884c\u4eba\u5458\u5b89\u5168\u5e3d\u68c0\u6d4b\uff08INT8\u6a21\u578b\uff09\u7684\u6781\u9650\u538b\u6d4b\u4e0b\uff0c\u8bb0\u5f55\u6bcf\u5e27\u4ece\u91c7\u96c6\u5230\u5f97\u51fa\u63a8\u7406\u7ed3\u679c\u7684\u5ef6\u8fdf\u3002\u6570\u636e\u663e\u793a\uff0c\u5e73\u5747\u5e27\u5904\u7406\u5ef6\u8fdf\u4e3a7.2ms\u3002\u66f4\u4e3a\u5173\u952e\u7684\u662f\u957f\u5c3e\u5ef6\u8fdf\u5206\u5e03\uff1a99%\u5206\u4f4d\u6570\uff08P99\uff09\u5ef6\u8fdf\u4e3a9.8ms\uff0c99.9%\u5206\u4f4d\u6570\uff08P999\uff09\u5ef6\u8fdf\u4e3a12.1ms\u3002\u6781\u4f4e\u7684\u957f\u5c3e\u5ef6\u8fdf\u610f\u5473\u7740\u7cfb\u7edf\u5728\u8d85\u9ad8\u8d1f\u8377\u4e0b\u4ecd\u80fd\u63d0\u4f9b\u9ad8\u5ea6\u786e\u5b9a\u7684\u54cd\u5e94\uff0c\u907f\u514d\u4e86\u5076\u53d1\u7684\u8d85\u65f6\u4e22\u5e27\u3002\u540c\u65f6\uff0c\u76d1\u6d4b\u7cfb\u7edf\u603b\u7ebf\u5360\u6709\u7387\u7ef4\u6301\u572885%\u4ee5\u4e0b\uff0c\u8868\u660e\u96f6\u62f7\u8d1d\u67b6\u6784\u6709\u6548\u964d\u4f4e\u4e86\u603b\u7ebf\u4e89\u7528\uff0c\u4e3a\u5ef6\u8fdf\u786e\u5b9a\u6027\u63d0\u4f9b\u4e86\u786c\u4ef6\u4fdd\u969c\u3002<\/p>\n

2. \u6a21\u578b\u70ed\u5207\u6362\u7684\u5361\u987f\u63a7\u5236<\/h4>\n

\u5728\u591a\u54c1\u79cd\u6df7\u7ebf\u751f\u4ea7\u4e2d\uff0c\u8fb9\u7f18\u8bbe\u5907\u9700\u5728\u6beb\u79d2\u7ea7\u5207\u6362\u4e0d\u540c\u4ea7\u54c1\u7684\u68c0\u6d4b\u6a21\u578b\u3002\u6d4b\u8bd5\u6a21\u62df\u4e86\u572810ms\u65f6\u95f4\u7a97\u53e3\u5185\uff0c\u4ece\u201c\u96f6\u4ef6\u7f3a\u9677\u68c0\u6d4b\u201d<\/strong>\u6a21\u578b\u5207\u6362\u81f3\u201c\u5305\u88c5\u5b8c\u6574\u6027\u68c0\u6d4b\u201d<\/strong>\u6a21\u578b\u7684\u8fc7\u7a0b\u3002\u5f97\u76ca\u4e8eLPDDR4X\u7684\u9ad8\u5e26\u5bbd\u4e0e\u4f18\u5316\u7684\u5185\u5b58\u6c60\u7ba1\u7406\uff0c\u65b0\u6a21\u578b\u53c2\u6570\uff08\u7ea650MB\uff09\u7684\u52a0\u8f7d\u8017\u65f6\u4ec5\u7ea68ms\u3002\u5207\u6362\u8fc7\u7a0b\u4e2d\uff0c\u7cfb\u7edf\u901a\u8fc7\u53cc\u7f13\u51b2\u673a\u5236\uff0c\u786e\u4fdd\u6b63\u5728\u5904\u7406\u7684\u4e00\u5e27\u4ecd\u7528\u65e7\u6a21\u578b\u5b8c\u6210\uff0c\u4e0b\u4e00\u5e27\u5373\u5f00\u59cb\u4f7f\u7528\u65b0\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u96f6\u4e1a\u52a1\u4e2d\u65ad\u4e0e\u96f6\u4e22\u5e27\u7684\u5e73\u6ed1\u5207\u6362\uff0c\u6ee1\u8db3\u67d4\u6027\u5236\u9020\u9700\u6c42\u3002<\/p>\n

3. \u7aef\u4fa7\u6e32\u67d3\u7684\u786e\u5b9a\u6027\u4ea4\u4ed8<\/h4>\n

\u5b9e\u65f6\u6570\u5b57\u5b6a\u751f\u770b\u677f\u8981\u6c42\u201cGlass-to-Glass\u201d<\/strong>\u5ef6\u8fdf\u6781\u4f4e\u3002\u8bbe\u5907\u96c6\u6210\u7684\u591a\u8defVPU\uff08\u89c6\u9891\u5904\u7406\u5355\u5143\uff09\u63d0\u4f9b16+\u8def\u786c\u89e3\u80fd\u529b\uff0c\u7ed3\u5408GPU\u76f4\u9a71\u53ccHDMI 4K\u5f02\u663e\u8f93\u51fa\u3002\u5728\u8fd0\u884c\u5b9e\u65f63D\u6570\u5b57\u5b6a\u751f\u6e32\u67d3\u65f6\uff0c\u6d4b\u91cf\u4ece\u4e00\u5e27\u573a\u666f\u6570\u636e\u66f4\u65b0\u5230\u5c4f\u5e55\u50cf\u7d20\u5237\u65b0\u7684\u5ef6\u8fdf\u3002\u7ed3\u679c\u663e\u793a\uff0cGPU\u7684\u5e27\u751f\u6210\u65f6\u95f4\u9ad8\u5ea6\u7a33\u5b9a\uff0c\u6807\u51c6\u5dee\u5c0f\u4e8e0.5ms\uff0c\u6700\u7ec8\u5b9e\u73b0\u7aef\u5230\u7aef\u89c6\u89c9\u95ed\u73af\u5ef6\u8fdf\u4f4e\u4e8e100ms\uff08\u4e9a\u79d2\u7ea7\uff09\u3002\u53cc4K\u5f02\u663e\u5141\u8bb8\u4e00\u5c4f\u7528\u4e8e\u5b9e\u65f6\u76d1\u63a7\u753b\u9762\uff0c\u53e6\u4e00\u5c4f\u7528\u4e8e\u6570\u5b57\u5b6a\u751f\u770b\u677f\uff0c\u4e8c\u8005\u5747\u7531\u8fb9\u7f18\u8bbe\u5907\u672c\u5730\u6e32\u67d3\u8f93\u51fa\uff0c\u907f\u514d\u4e86\u8fdc\u7a0b\u684c\u9762\u5e26\u6765\u7684\u767e\u6beb\u79d2\u7ea7\u4ea4\u4e92\u5ef6\u8fdf\uff0c\u5b9e\u73b0\u73b0\u573aHMI\u7684\u201c\u96f6\u611f\u5ef6\u8fdf\u201d\u64cd\u4f5c\u4f53\u9a8c\u3002<\/p>\n

4. \u73af\u5883\u70ed\u963b\u4e0e\u964d\u9891\u5ef6\u8fdf\u5f71\u54cd<\/h4>\n

\u5de5\u4e1a\u5bbd\u6e29\u73af\u5883\uff08-40\u00b0C\u81f3+85\u00b0C\uff09\u662f\u53ef\u9760\u6027\u7684\u8bd5\u91d1\u77f3\u3002\u91c7\u7528\u65e0\u98ce\u6247\u5bbd\u6e29\u8bbe\u8ba1\u7684\u8fb9\u7f18\u8bbe\u5907\uff0c\u901a\u8fc7\u7cbe\u5fc3\u8ba1\u7b97\u7684\u70ed\u4eff\u771f\u4e0e\u91d1\u5c5e\u58f3\u4f53\u88ab\u52a8\u6563\u70ed\uff0c\u572870\u00b0C\u73af\u5883\u6e29\u5ea6\u3001NPU\u6301\u7eed\u6ee1\u8f7d\u7684\u4e25\u9177\u6d4b\u8bd5\u4e2d\uff0c\u82af\u7247\u7ed3\u6e29\u88ab\u7a33\u5b9a\u63a7\u5236\u572880\u00b0C\u7684\u5b89\u5168\u9608\u503c\u4ee5\u4e0b\u3002\u5728\u6574\u4e2a72\u5c0f\u65f6\u9ad8\u6e29\u9ad8\u8d1f\u8f7d\u538b\u529b\u6d4b\u8bd5\u5468\u671f\u5185\uff0c\u672a\u89e6\u53d1\u4efb\u4f55\u56e0\u6e29\u5ea6\u4fdd\u62a4\u5bfc\u81f4\u7684\u7b97\u529b\u964d\u9891\u3002\u56e0\u6b64\uff0cNPU\u63a8\u7406\u5ef6\u8fdf\u66f2\u7ebf\u59cb\u7ec8\u5e73\u7a33\uff0c\u672a\u51fa\u73b0\u56e0\u964d\u9891\u5bfc\u81f4\u7684\u5ef6\u8fdf\u7a81\u589e\uff08\u5982\u4ece3ms\u9661\u589e\u81f310ms\u4ee5\u4e0a\uff09\u3002\u8fd9\u4fdd\u969c\u4e86\u8bbe\u5907\u5728\u957f\u5468\u671f\u8fd0\u884c\u4e0b\u7684\u5e73\u5747\u65e0\u6545\u969c\u65f6\u95f4\uff08MTBF\uff09\u6307\u6807\uff0c\u786e\u4fdd\u6301\u7eed\u7684\u786e\u5b9a\u6027\u6027\u80fd\u8f93\u51fa\u3002<\/p>\n

\"\u8fb9\u7f18\u8ba1\u7b97\"<\/p>\n

\u786e\u5b9a\u6027\u5ef6\u8fdf\u5728\u5de5\u4e1a\u573a\u666f\u4e2d\u7684\u6838\u5fc3\u4ef7\u503c<\/h2>\n

\u8fb9\u7f18\u5f02\u6784\u67b6\u6784\u7684\u786e\u5b9a\u6027\u5ef6\u8fdf\uff0c\u76f4\u63a5\u8d4b\u80fd\u4e86\u4ee5\u4e0b\u5bf9\u65f6\u95f4\u6781\u5ea6\u654f\u611f\u7684\u5de5\u4e1a\u5e94\u7528\u573a\u666f\uff1a<\/p>\n

\u9ad8\u901f\u98de\u68c0\uff08\u5728\u7ebf\u8d28\u68c0\uff09<\/h4>\n

\u5728\u6bcf\u5206\u949f\u6570\u5343\u4ef6\u7684\u4ea7\u7ebf\u4e0a\uff0c\u201c\u62cd\u7167-\u68c0\u6d4b-\u5254\u9664\u201d<\/strong>\u9700\u572830ms\u5185\u5b8c\u6210\u95ed\u73af\u3002\u57fa\u4e8e\u4e0a\u8ff0\u67b6\u6784\uff0c\u56fe\u50cf\u91c7\u96c6\u4e0e\u63a8\u7406\u8017\u65f6\u7ea610ms\uff0c\u7ed3\u679c\u901a\u8fc7\u7f51\u7edcIO\u6216GPIO\u89e6\u53d1\u6c14\u52a8\u5254\u9664\u88c5\u7f6e\u7684\u54cd\u5e94\u65f6\u95f4\u7ea615ms\uff0c\u603b\u5ef6\u8fdf\u53ef\u63a7\u572825-30ms\u4ee5\u5185\uff0c\u6ee1\u8db3\u9ad8\u901f\u8282\u62cd\u4e0b\u7684\u7cbe\u51c6\u5e9f\u54c1\u5254\u9664\uff0c\u907f\u514d\u6279\u6b21\u6c61\u67d3\u3002<\/p>\n

\u673a\u5668\u4eba\u89c6\u89c9\u5f15\u5bfc<\/h4>\n

\u5728\u201c\u8fb9\u68c0\u8fb9\u88c5\u201d<\/strong>\u7684\u534f\u4f5c\u573a\u666f\u4e2d\uff0c\u673a\u68b0\u81c2\u9700\u6839\u636e\u89c6\u89c9\u53cd\u9988\u5b9e\u65f6\u8c03\u6574\u8f68\u8ff9\u3002\u8fb9\u7f18\u8bbe\u5907\u57285ms\u5185\u5b8c\u6210\u5de5\u4ef6\u4f4d\u59ff\u4f30\u8ba1\uff0c\u5e76\u901a\u8fc7\u5b9e\u65f6\u4ee5\u592a\u7f51\uff08\u5982EtherCAT\uff09\u5c06\u5750\u6807\u53d1\u9001\u81f3\u673a\u68b0\u81c2\u63a7\u5236\u5668\u3002\u76f8\u8f83\u4e8e\u4e91\u7aef\u65b9\u6848\u6570\u767e\u6beb\u79d2\u7684\u5ef6\u8fdf\uff0c\u8fb9\u7f18\u7aef\u7684\u6beb\u79d2\u7ea7\u53cd\u9988\u4f7f\u673a\u68b0\u81c2\u80fd\u5b9e\u73b0\u5fae\u79d2\u7ea7\u7684\u52a8\u6001\u907f\u969c\u4e0e\u7cbe\u51c6\u62fe\u653e\uff0c\u5927\u5e45\u63d0\u5347\u534f\u540c\u5b89\u5168\u6027\u4e0e\u6548\u7387\u3002<\/p>\n

\u9ad8\u9891\u8bbe\u5907\u632f\u52a8\u5206\u6790<\/h4>\n

\u5bf9\u4e8e\u9ad8\u901f\u4e3b\u8f74\u6216\u98ce\u673a\u7684\u9884\u6d4b\u6027\u7ef4\u62a4\uff0c\u8fb9\u7f18\u8bbe\u5907\u76f4\u63a5\u5bf9\u63a5\u9ad8\u91c7\u6837\u7387\u632f\u52a8\u4f20\u611f\u5668\uff0c\u5728\u672c\u5730\u5b9e\u65f6\u8fdb\u884cFFT\u53d8\u6362\u4e0e\u7279\u5f81\u63d0\u53d6\uff08\u5ef6\u8fdf<10ms\uff09\uff0c\u4e00\u65e6\u7279\u5f81\u9891\u8c31\u8d85\u51fa\u9608\u503c\u7acb\u5373\u544a\u8b66\u3002\u8fd9\u79cd\u201c\u68c0\u6d4b-\u9884\u8b66\u201d<\/strong>\u7684\u8fb9\u7f18\u81ea\u6d3d\u95ed\u73af\uff0c\u53ef\u5c06\u6545\u969c\u5224\u5b9a\u4e0e\u54cd\u5e94\u65f6\u95f4\u4ece\u4f20\u7edf\u6570\u5206\u949f\u7f29\u77ed\u81f3\u79d2\u7ea7\uff0c\u5b9e\u73b0\u5bf9\u7a81\u53d1\u6027\u6545\u969c\u7684\u201c\u622a\u65ad\u6548\u5e94\u201d<\/strong>\uff0c\u907f\u514d\u707e\u96be\u6027\u505c\u673a\u3002<\/p>\n

\u6784\u5efa\u5de5\u4e1a\u667a\u80fd\u7684\u5b9e\u65f6\u6807\u51c6\u5e95\u5ea7<\/h2>\n

\u5728\u5de5\u4e1a\u667a\u80fd\u5316\u8fdb\u7a0b\u4e2d\uff0c\u7b97\u529b\u7684\u201c\u8fb9\u7f18\u5316\u201d<\/strong>\u90e8\u7f72\u5df2\u6210\u4e3a\u5fc5\u7136\u8d8b\u52bf\uff0c\u4f46\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u7b97\u529b\u4e0b\u653e\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u201cARM+NPU\u201d<\/strong>\u5f02\u6784\u878d\u5408\u4e0e\u786c\u4ef6\u7ea7\u4f18\u5316\uff0c\u5b9e\u73b0\u4e91\u7aef\u65e0\u6cd5\u4f01\u53ca\u7684\u201c\u786e\u5b9a\u6027\u4f4e\u5ef6\u8fdf\u201d<\/strong>\u3002\u4ece\u63a7\u5236\u94fe\u8def\u7684\u5fae\u79d2\u7ea7\u6296\u52a8\u63a7\u5236\u3001\u6570\u636e\u6d41\u7684\u96f6\u62f7\u8d1d\u6beb\u79d2\u7ea7\u7a7f\u900f\uff0c\u5230\u9ad8\u5e26\u5bbd\u5185\u5b58\u652f\u6491\u4e0b\u7684\u7a33\u5b9a\u8282\u62cd\uff0c\u4ee5\u53ca\u4e25\u82db\u73af\u5883\u4e2d\u7684\u6027\u80fd\u6052\u5e38\uff0c\u8be5\u67b6\u6784\u4e3a\u5de5\u4e1aAI\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u53ef\u7528\u3001\u53ef\u9884\u6d4b\u7684\u5b9e\u65f6\u6807\u51c6\u5e95\u5ea7\u3002\u5b83\u4f7f\u5f97\u6beb\u79d2\u7ea7\u7684\u4e1a\u52a1\u95ed\u73af\u4ece\u7406\u60f3\u53d8\u4e3a\u53ef\u91cf\u5316\u3001\u53ef\u9a8c\u8bc1\u7684\u5de5\u7a0b\u73b0\u5b9e\uff0c\u771f\u6b63\u9a71\u52a8\u5de5\u4e1a\u73b0\u573a\u4ece\u201c\u611f\u77e5\u667a\u80fd\u201d<\/strong>\u8fc8\u5411\u201c\u5b9e\u65f6\u51b3\u7b56\u667a\u80fd\u201d<\/strong>\u3002<\/p>\n

\n

\"\u5de5\u4e1aAI\u89c6\u89c9\u8bc6\u522b\u76d2\u5b50\"<\/p>\n

\n

\u5de5\u4e1a\u7ea7AI\u89c6\u89c9\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50<\/a><\/h2>\n

\u8be5\u786c\u4ef6\u662f\u4e00\u6b3e\u90e8\u7f72\u5728\u7f51\u7edc\u8fb9\u7f18\u4fa7\uff08\u9760\u8fd1\u6444\u50cf\u5934\u7aef\uff09\u7684\u9ad8\u6027\u80fd\u667a\u80fd\u7ec8\u7aef\u3002\u5c31\u50cf\u7ed9\u666e\u901a\u6444\u50cf\u5934\u88c5\u4e0a\u4e86\u201c\u8d85\u7ea7\u5927\u8111\u201d\uff0c\u80fd\u5728\u672c\u5730\u5b9e\u65f6\u5904\u7406\u6d77\u91cf\u89c6\u9891\u6570\u636e\uff0c\u65e0\u9700\u5168\u90e8\u4e0a\u4f20\u4e91\u7aef\u3002\u8be5\u8bbe\u5907\u5177\u5907\u9ad8\u7b97\u529b\u3001\u63a5\u53e3\u4e30\u5bcc\u3001\u7cfb\u7edf\u5f00\u653e\u7b49\u7279\u70b9\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5de5\u5382\u3001\u56ed\u533a\u3001\u5de5\u5730\u7b49\u573a\u666f\uff0c\u5b9e\u73b0\u5bf9\u4eba\u3001\u8f66\u3001\u7269\u3001\u4e8b\u768424\u5c0f\u65f6\u5168\u81ea\u52a8\u667a\u80fd\u76d1\u7ba1\u3002<\/span><\/strong><\/p>\n

\n

\u7acb\u5373\u54a8\u8be2<\/a><\/p>\n

\u66f4\u591a\u65b9\u6848\u2026<\/a><\/strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u66f4\u591a\u4ea7\u54c1\u2026<\/strong><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n

 <\/p>\n

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