{"id":1303,"date":"2026-04-26T17:46:49","date_gmt":"2026-04-26T09:46:49","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=1303"},"modified":"2026-04-26T17:46:58","modified_gmt":"2026-04-26T09:46:58","slug":"%e8%be%b9%e7%bc%98%e6%99%ba%e8%83%bd%e8%9e%8d%e5%90%88%e5%8c%ba%e5%9d%97%e9%93%be%ef%bc%9a%e7%a0%94%e7%a9%b6%e7%8e%b0%e7%8a%b6%e3%80%81%e5%ba%94%e7%94%a8%e5%8f%8a%e6%8c%91%e6%88%98","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=1303","title":{"rendered":"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218"},"content":{"rendered":"\n<p>Source: \u4fe1\u606f\u4e0e\u63a7\u5236 2024 \u5e74\u7b2c 53 \u5377\u7b2c 1 \u671f<\/p>\n\n\n\n<p><strong>\u671f\u520a<\/strong>\uff1a\u4fe1\u606f\u4e0e\u63a7\u5236 <em>Vol. 53 No. 1, 2024<\/em> DOI\uff1a10.13976\/j.cnki.xk.2024.3222<\/p>\n\n\n\n<p><strong>\u5355\u4f4d<\/strong>\uff1a\u5929\u6d25\u5927\u5b66\u667a\u80fd\u4e0e\u8ba1\u7b97\u5b66\u90e8\uff1b\u96c4\u5b89\u56fd\u521b\u4e2d\u5fc3\u79d1\u6280\u6709\u9650\u516c\u53f8<\/p>\n\n\n\n<p><strong>\u4f5c\u8005<\/strong>\uff1a\u4efb\u6653\u65ed\u3001\u4ec7\u8d85\u3001\u9093\u8f89\u3001\u6234\u5b50\u660e\u3001\u5218\u6cfd\u519b\u3001\u738b\u6653\u98de<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a\uff1a\u8fb9\u7f18\u667a\u80fd\u4e3a\u4ec0\u4e48\u9700\u8981\u533a\u5757\u94fe<\/h2>\n\n\n\n<p>\u7231\u7acb\u4fe1\u9884\u6d4b\uff1a\u5230 2024 \u5e74\uff0cIoT \u8bbe\u5907\u5c06\u8d21\u732e 40ZB \u4e92\u8054\u7f51\u6570\u636e\u4e2d\u7684 45%\u3002\u628a\u8fd9\u79cd\u89c4\u6a21\u7684\u6570\u636e\u5168\u90e8\u56de\u4f20\u5230\u4e91\u7aef\u505a\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u5df2\u7ecf\u6210\u4e3a\u4e00\u79cd\u707e\u96be\u2014\u2014\u5e26\u5bbd\u5403\u4e0d\u6d88\u3001\u5ef6\u8fdf\u65e0\u6cd5\u63a5\u53d7\u3001\u80fd\u8017\u4e5f\u96be\u4ee5\u627f\u62c5\u3002<strong>\u8fb9\u7f18\u667a\u80fd\uff08Edge Intelligence\uff09<\/strong> \u56e0\u6b64\u88ab\u63a8\u5230\u53f0\u524d\uff0c\u5b83\u628a\u7f51\u7edc\u3001\u8ba1\u7b97\u3001\u5b58\u50a8\u548c AI \u878d\u4e3a\u4e00\u4f53\uff0c\u5c06\u667a\u80fd\u4e0b\u653e\u5230\u7f51\u7edc\u8fb9\u7f18\uff0c\u4e3a IoT\u3001\u667a\u6167\u57ce\u5e02\u3001\u667a\u6167\u5bb6\u5c45\u7b49\u573a\u666f\u7684\u4f4e\u5ef6\u8fdf\u5173\u952e\u8ba1\u7b97\u5f00\u8f9f\u9053\u8def\u3002<\/p>\n\n\n\n<p>\u4f46\u8fb9\u7f18\u667a\u80fd\u5e76\u4e0d\u80fd&#8221;\u72ec\u81ea&#8221;\u89e3\u51b3\u95ee\u9898\u3002\u5728\u8de8\u8bbe\u5907\u534f\u4f5c\u4e2d\uff0c\u5b83\u9762\u4e34\u4e09\u4e2a\u68d8\u624b\u6311\u6218\uff1a<strong>\u7b97\u529b\u8d44\u6e90\u6d77\u91cf\u5f02\u6784\u3001\u7ba1\u7406\u4f4e\u6548<\/strong>\uff1b<strong>\u5730\u7406\u5206\u6563\u7684\u8fb9\u7f18\u8282\u70b9\u534f\u4f5c\u56f0\u96be<\/strong>\uff1b<strong>\u57fa\u4e8e\u79c1\u6709\u6570\u636e\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3 \/ \u63a8\u7406\u7f3a\u4e4f\u5b89\u5168\u4fdd\u969c<\/strong>\u3002\u8fd9\u6070\u597d\u5bf9\u5e94\u4e86\u533a\u5757\u94fe\u7684\u4e09\u5927\u957f\u5904\u2014\u2014\u5206\u5e03\u5f0f\u4fe1\u4efb\u3001\u4e0d\u53ef\u7be1\u6539\u8d26\u672c\u3001\u53ef\u7f16\u7a0b\u6fc0\u52b1\u673a\u5236\u3002\u4e24\u8005\u4f18\u52bf\u4e92\u8865\uff0c\u56e0\u6b64\u8bba\u6587\u7cfb\u7edf\u7efc\u8ff0\u4e86<strong>\u8fb9\u7f18\u667a\u80fd\u4e0e\u533a\u5757\u94fe\u53cc\u5411\u8d4b\u80fd<\/strong>\u7684\u7814\u7a76\u5168\u666f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u6838\u5fc3\u95ee\u9898\uff1a\u53cc\u5411\u878d\u5408\u5982\u4f55\u5206\u7c7b<\/h2>\n\n\n\n<p>\u4e0d\u540c\u4e8e\u628a\u533a\u5757\u94fe\u4e0e AI \u7b80\u5355\u5806\u53e0\u7684\u5de5\u4f5c\uff0c\u8bba\u6587\u6309&#8221;\u8c01\u670d\u52a1\u8c01&#8221;\u7684\u903b\u8f91\u628a\u7814\u7a76\u56fe\u8c31\u6e05\u6670\u4e8c\u5206\uff1a<strong>\u533a\u5757\u94fe\u9a71\u52a8\u7684\u8fb9\u7f18\u667a\u80fd<\/strong>\uff08Blockchain-Driven EI\uff09\u548c <strong>\u8fb9\u7f18\u667a\u80fd\u9a71\u52a8\u7684\u533a\u5757\u94fe<\/strong>\uff08EI-Driven Blockchain\uff09\u3002\u8fd9\u79cd\u4e8c\u5206\u6cd5\u8d2f\u7a7f\u5168\u6587\uff0c\u8ba9\u539f\u672c\u7eb7\u7e41\u7684\u5de5\u4f5c\u6709\u4e86\u6e05\u6670\u5750\u6807\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"778\" height=\"442\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-11.png\"  class=\"wp-image-1304\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-11.png 778w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-11-300x170.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-11-768x436.png 768w\" sizes=\"auto, (max-width: 778px) 100vw, 778px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u533a\u5757\u94fe\u9a71\u52a8\u7684\u8fb9\u7f18\u667a\u80fd\uff1a\u7b97\u529b \/ \u6570\u636e \/ \u6a21\u578b\u4e09\u4e2a\u5c42\u9762<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u7b97\u529b\u7ba1\u7406\uff1a\u4ece\u535a\u5f08\u5230\u62cd\u5356<\/h3>\n\n\n\n<p>\u533a\u5757\u94fe\u53ef\u4ee5\u6fc0\u52b1\u7b97\u529b\u4f9b\u5e94\u5546\u5171\u4eab\u7b97\u529b\uff0c\u4e5f\u80fd\u4fdd\u8bc1\u4ea4\u6613\u9690\u79c1\u3002\u8bba\u6587\u5c06\u76f8\u5173\u5de5\u4f5c\u5206\u4e3a\u4e24\u7c7b\uff1a<strong>\u57fa\u4e8e\u535a\u5f08\u8bba<\/strong>\uff08\u5982 Stackelberg \u535a\u5f08\u5efa\u6a21\u7b97\u529b\u4f9b\u5e94\u5546-\u7528\u6237\u4e92\u52a8\uff0c\u5e76\u7528\u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u6c42\u89e3\u7eb3\u4ec0\u5747\u8861\uff1b\u7528\u90e8\u5206\u53ef\u89c2\u6d4b MDP \u5904\u7406\u77ff\u5de5\u51b3\u7b56\u4e0d\u53ef\u89c2\u6d4b\u95ee\u9898\uff1b\u7528\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u964d\u4f4e\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21\u590d\u6742\u5ea6\uff09\uff1b<strong>\u57fa\u4e8e\u62cd\u5356<\/strong>\uff08\u5982\u622a\u6b62\u671f\u611f\u77e5\u7684\u8d44\u6e90\u5339\u914d + \u667a\u80fd\u5408\u7ea6\u81ea\u52a8\u7ed3\u7b97\uff1b\u7528\u6df1\u5ea6\u5b66\u4e60\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u5316\u7684\u6700\u4f18\u62cd\u5356\u67b6\u6784\uff0c\u901a\u8fc7\u5355\u8c03\u53d8\u6362\u51fd\u6570\u786e\u4fdd\u4e2a\u4f53\u7406\u6027\u548c\u6fc0\u52b1\u517c\u5bb9\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u6027\u80fd\u9a71\u52a8\u7684\u7b97\u529b\u5206\u914d\u65b9\u9762\uff0c\u5de5\u4f5c\u91cd\u70b9\u5df2\u7ecf\u4ece\u5355\u4e00\u6307\u6807\u8f6c\u5411&#8221;\u5ef6\u8fdf + \u541e\u5410 + \u5b89\u5168 + \u53bb\u4e2d\u5fc3\u5316&#8221;\u7684\u591a\u76ee\u6807\u4f18\u5316\uff0c\u5c24\u5176\u5728\u8f66\u8054\u7f51\u573a\u666f\u4e2d\uff0cDRL \u88ab\u7528\u4e8e\u8054\u5408\u4f18\u5316\u4efb\u52a1\u5378\u8f7d\u4e0e\u8d44\u6e90\u5206\u914d\u3001\u505c\u8f66\u8f85\u52a9\u8ba1\u7b97\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"702\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-12-1024x702.png\"  class=\"wp-image-1305\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-12-1024x702.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-12-300x206.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-12-768x527.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-12.png 1363w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe1\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe1\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u6570\u636e\u7ba1\u7406\uff1a\u4ea4\u6613\u6fc0\u52b1\u3001\u7f13\u5b58\u3001\u534f\u4f5c\u4e09\u4f4d\u4e00\u4f53<\/h3>\n\n\n\n<p>\u6570\u636e\u8fd9\u4e00\u5c42\u7efc\u8ff0\u628a\u5de5\u4f5c\u68b3\u7406\u4e3a\u4e09\u4e2a\u4e92\u9501\u6a21\u5757\u3002<\/p>\n\n\n\n<p><strong>\u6570\u636e\u4ea4\u6613\u6fc0\u52b1<\/strong>\uff1a\u901a\u8fc7 Proof-of-Trading \u7b49\u4e13\u7528\u534f\u8bae\uff0c\u907f\u514d\u8282\u70b9\u56e0\u4ea4\u6613\u9a8c\u8bc1\u5ef6\u8fdf\u800c&#8221;\u4ee3\u5e01\u7528\u5c3d&#8221;\uff1b\u901a\u8fc7\u535a\u5f08\u8bba + \u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u5bfb\u627e\u7528\u6237-\u77ff\u5de5\u5229\u76ca\u5747\u8861\uff1b\u65b0\u8fd1\u7684\u5c1d\u8bd5\u8fd8\u6709\u57fa\u4e8e Shapley \u503c\u5206\u914d\u6570\u636e\u8d21\u732e\u5956\u52b1\u3002<strong>\u6570\u636e\u7f13\u5b58<\/strong>\uff1aProof-of-Utility \u5171\u8bc6\u628a\u7f13\u5b58\u547d\u4e2d\u7eb3\u5165\u5171\u8bc6\u6fc0\u52b1\uff1b\u5e7f\u64ad + ML \u63a8\u8350\u7ed3\u5408\u63d0\u5347\u547d\u4e2d\u7387\uff1b\u667a\u80fd\u5408\u7ea6\u4fdd\u8bc1\u6570\u636e\u4ea4\u4ed8\u7684\u53ef\u4fe1\u6027\u3002<strong>\u6570\u636e\u534f\u4f5c<\/strong>\uff1a\u533a\u5757\u94fe\u540c\u6b65\u6839\u54c8\u5e0c\u652f\u6491\u591a\u65b9\u6570\u636e\u6ce8\u518c\u4e0e\u4e00\u81f4\u6027\uff1bDRL \u7528\u4e8e\u5b8c\u5168\u5206\u5e03\u5f0f\u7684\u6570\u636e\u6536\u96c6\uff1bML \u5728\u94fe\u4e0a\u505a\u53bb\u91cd\u4e0e\u5f02\u5e38\u68c0\u6d4b\uff1b\u8f7b\u91cf\u7ea7\u58f0\u8a89\u673a\u5236\u62b5\u6297\u6076\u610f\u611f\u77e5\u8282\u70b9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/ai.sharedai.chat\/chat\/images\/EI_Blockchain\/data_admin.png\" alt=\"\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u8fb9\u7f18\u667a\u80fd\u6570\u636e\u7ba1\u7406\" title=\"\u56fe 2 \u4ea4\u6613 \u2192 \u7f13\u5b58 \u2192 \u534f\u4f5c \u4e09\u5c42\u6570\u636e\u7ba1\u7406\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u6a21\u578b\u4f18\u5316\uff1a\u8bad\u7ec3\u6fc0\u52b1 + \u53ef\u4fe1\u63a8\u7406<\/h3>\n\n\n\n<p>\u5728\u8bad\u7ec3\u4fa7\uff0c\u533a\u5757\u94fe\u6fc0\u52b1\u673a\u5236\uff08\u5982\u6309\u8bad\u7ec3\u6837\u672c\u91cf\u5956\u52b1\u3001\u5951\u7ea6\u7406\u8bba\u58f0\u8a89\u673a\u5236\uff09\u80fd\u4fc3\u8fdb\u9ad8\u8d28\u91cf\u8282\u70b9\u53c2\u4e0e\uff1b\u9762\u5411\u5de5\u4e1a IoT \u7684&#8221;\u533a\u5757\u94fe + \u8054\u90a6\u5b66\u4e60&#8221;\u7cfb\u7edf\u901a\u8fc7 Merkle \u6811\u505a\u6570\u636e\u5b8c\u6574\u6027\u7ef4\u62a4\u3001\u94fe\u4e0a\u6fc0\u52b1\u91cf\u5316\u8d21\u732e\u3002\u5728\u63a8\u7406\u4fa7\uff0c<strong>Proof-of-Knowledge<\/strong> \u5171\u8bc6\u4f9d\u636e\u77e5\u8bc6\u8d21\u732e\u5ea6\u9009\u4e3e\u9886\u5bfc\u8005\u3001\u6784\u5efa\u534f\u4f5c\u77e5\u8bc6\u56fe\uff0c\u5f52\u7eb3\u6cd5 + \u77e5\u8bc6\u5e93\u5219\u88ab\u7528\u4e8e\u589e\u5f3a\u63a8\u7406\u7684\u53ef\u89e3\u91ca\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"653\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-13-1024x653.png\"  class=\"wp-image-1306\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-13-1024x653.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-13-300x191.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-13-768x489.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-13.png 1111w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe3\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe3\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u8fb9\u7f18\u667a\u80fd\u9a71\u52a8\u7684\u533a\u5757\u94fe\uff1a\u8ba9\u94fe\u672c\u8eab\u66f4&#8221;\u806a\u660e&#8221;<\/h2>\n\n\n\n<p>\u5982\u679c\u8bf4\u524d\u9762\u662f&#8221;\u94fe\u5e2e\u667a\u80fd&#8221;\uff0c\u8fd9\u4e00\u8282\u5219\u662f&#8221;\u667a\u80fd\u5e2e\u94fe&#8221;\u3002\u7efc\u8ff0\u4ece\u56db\u4e2a\u65b9\u5411\u94fa\u9648\uff1a<\/p>\n\n\n\n<p><strong>\u5f39\u6027\u7075\u6d3b\u7684\u5171\u8bc6\u534f\u8bae<\/strong> \u8bbe\u8ba1<strong>\u591a\u529f\u80fd\u5171\u8bc6<\/strong>\u2014\u2014\u628a\u54c8\u5e0c\u8ba1\u7b97\u8fd9\u79cd&#8221;\u65e0\u610f\u4e49\u5de5\u4f5c&#8221;\u66ff\u6362\u4e3a\u6709\u7528\u7684 AI \u4efb\u52a1\uff1aProof-of-Deep-Learning\uff08\u5916\u5305 DL \u8bad\u7ec3\u3001\u77ff\u5de5\u8bad\u7ec3\u3001\u5168\u8282\u70b9\u9a8c\u8bc1\uff09\u3001Proof-of-Learning\uff08\u672c\u5730\u8bad\u7ec3 + \u6a21\u578b\u5c01\u88c5\u4e0a\u94fe\uff09\u3001Proof-of-Useful-Work\uff08\u54c8\u5e0c\u503c\u51b3\u5b9a DL \u6a21\u578b\u8d85\u53c2\u6570\u3001\u8bad\u7ec3\u6027\u80fd\u8fbe\u6807\u5373\u51fa\u5757\uff09\u3001Proof-of-Quality\uff08\u628a\u8054\u90a6\u5b66\u4e60\u6574\u5408\u8fdb\u5171\u8bc6\uff09\u3002\u540c\u65f6\u901a\u8fc7 DRL \u5b9e\u73b0\u5171\u8bc6\u534f\u8bae\u7684\u517c\u5bb9\u6027\u589e\u5f3a\uff0c\u8ba9\u533a\u5757\u94fe\u53ef\u6839\u636e\u7528\u6237 QoS \u52a8\u6001\u5207\u6362\u6700\u9002\u914d\u7684\u5171\u8bc6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"581\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-14-1024x581.png\"  class=\"wp-image-1307\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-14-1024x581.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-14-300x170.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-14-768x436.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-14.png 1101w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe4\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe4\" \/><\/figure>\n\n\n\n<p><strong>\u9ad8\u6548\u5b89\u5168\u7684\u6fc0\u52b1\u673a\u5236<\/strong> \u7528\u5f3a\u5316\u5b66\u4e60\u6c42\u89e3 Stackelberg \u535a\u5f08\u5f97\u5230\u6700\u4f18\u6316\u77ff\u7b56\u7565\uff1b\u628a\u6316\u77ff\u4efb\u52a1\u8c03\u5ea6\u5efa\u6a21\u4e3a MDP\uff0c\u8054\u5408\u8003\u8651\u5378\u8f7d\u3001\u9690\u79c1\u7ea7\u522b\u548c\u6316\u77ff\u6536\u76ca\uff1b\u9762\u5411 6G \u7684\u667a\u80fd\u533a\u5757\u94fe\u5206\u7247 + \u5951\u7ea6\u7406\u8bba\u6fc0\u52b1\u517c\u987e\u9884\u7b97\u53ef\u884c\u6027\u548c\u6fc0\u52b1\u76f8\u5bb9\u6027\u3002\u5728\u52a0\u5bc6\u8d27\u5e01\u5b89\u5168\u4fa7\uff0c\u673a\u5668\u5b66\u4e60\u7528\u4e8e\u6b3a\u8bc8\u4ea4\u6613\u68c0\u6d4b\uff0c\u65e0\u76d1\u7763\u805a\u7c7b\u7528\u4e8e\u5730\u5740\u53bb\u533f\u540d\u5316\uff0c\u4e3b\u52a8\u5b66\u4e60\u5219\u5728\u6807\u7b7e\u7a00\u7f3a\u573a\u666f\u4e0b\u903c\u8fd1\u76d1\u7763\u57fa\u51c6\u7ebf\u3002<\/p>\n\n\n\n<p><strong>\u66f4\u667a\u80fd\u7684\u667a\u80fd\u5408\u7ea6<\/strong> \u63d0\u5347\u5065\u58ee\u6027\uff1aEth2Vec \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u5b66\u4e60\u5408\u7ea6\u7279\u5f81\uff0c\u5bf9\u4ee3\u7801\u91cd\u5199\u9c81\u68d2\uff1bMATRIX \u7528\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4ee3\u7801\u751f\u6210\u5668\u81ea\u52a8\u4ea7\u751f\u667a\u80fd\u5408\u7ea6\u3002\u63d0\u5347\u9ad8\u6548\u6027\uff1a\u667a\u80fd\u5408\u7ea6 + \u6df1\u5ea6 ML + IoT \u6761\u4ef6\u76d1\u6d4b\u5171\u540c\u6784\u5efa\u53ef\u4fe1\u667a\u80fd\u7269\u6d41\uff1bQ-learning \u8bad\u7ec3\u53cd\u9988\u53c2\u6570\u964d\u4f4e\u72af\u7f6a\u5408\u7ea6\u6709\u6548\u6027\u3002\u5a01\u80c1\u68c0\u6d4b\uff1aLSTM \u589e\u5f3a\u6f0f\u6d1e\u68c0\u6d4b\u80fd\u529b\uff1b\u5b66\u4e60\u5411\u91cf\u5316\u8868\u793a\u7cbe\u786e\u8bc6\u522b\u5df2\u77e5\u6f0f\u6d1e\u3002<\/p>\n\n\n\n<p><strong>\u53ef\u6269\u5c55\u6027\u63d0\u5347<\/strong> \u7efc\u8ff0\u628a\u53ef\u6269\u5c55\u6027\u95ee\u9898\u5efa\u6a21\u4e3a\u541e\u5410\u91cf\u3001\u8ba1\u7b97\u5ef6\u8fdf\u3001\u8fd0\u8425\u6210\u672c\u7684\u591a\u76ee\u6807\u4f18\u5316\uff0c\u4f7f\u7528 DRL\uff08\u79bb\u7ebf DNN \u903c\u8fd1 Q \u503c + \u5728\u7ebf\u52a8\u6001 Q-learning \u9009\u62e9\u52a8\u4f5c\uff09\u6c42\u89e3\u9ad8\u7ef4\u72b6\u6001-\u52a8\u4f5c\u7a7a\u95f4\uff0c\u7ed9\u51fa\u4e86\u5177\u4f53\u7684\u4f18\u5316\u8def\u5f84\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"573\" height=\"264\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-15.png\"  class=\"wp-image-1308\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-15.png 573w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-15-300x138.png 300w\" sizes=\"auto, (max-width: 573px) 100vw, 573px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe5\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe5\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u5e94\u7528\u573a\u666f\uff1a\u4ece\u8f66\u8054\u7f51\u5230\u667a\u80fd\u7535\u7f51<\/h2>\n\n\n\n<p>\u8bba\u6587\u628a\u53cc\u5411\u878d\u5408\u7684\u6210\u679c\u843d\u5230\u4e86\u4e94\u4e2a\u5178\u578b\u884c\u4e1a\u573a\u666f\uff1a<\/p>\n\n\n\n<p><strong>\u8f66\u8054\u7f51\uff08IoV\uff09<\/strong>\uff1a\u533a\u5757\u94fe\u89e3\u51b3\u8f66\u8f7d\u901a\u4fe1\u7684\u5b89\u5168\u3001\u9690\u79c1\u3001\u534f\u4f5c\u95ee\u9898\uff1bML \u6539\u5584 IoV \u5404\u5c42\u51b3\u7b56\uff0c\u533a\u5757\u94fe\u8fdb\u4e00\u6b65\u52a0\u56fa\u5b89\u5168\u3002<strong>\u667a\u80fd\u533b\u7597<\/strong>\uff1aHealthChain \u5b9e\u73b0\u94fe\u4e0a\u52a0\u5bc6\u5065\u5eb7\u6570\u636e\u7684\u7ec6\u7c92\u5ea6\u8bbf\u95ee\u63a7\u5236\uff1b\u57fa\u4e8e Ethereum \u7684\u8bbf\u95ee\u673a\u5236\u62b5\u6297\u5df2\u77e5\u653b\u51fb\u3002<strong>\u667a\u80fd\u5236\u9020<\/strong>\uff1a\u8fed\u4ee3\u5f0f\u53cc\u5c42\u6df7\u5408\u667a\u80fd\u6a21\u578b\u628a\u533a\u5757\u94fe\u4e0e\u6570\u5b57\u5b6a\u751f\u878d\u5408\u89e3\u51b3\u8f66\u95f4\u4e0d\u4e00\u81f4\u95ee\u9898\uff1b\u533a\u5757\u94fe + \u4e91\u5236\u9020\u5e73\u53f0\u652f\u6301\u5206\u5e03\u5f0f\u6570\u636e\u5171\u4eab\uff1b\u5d4c\u5165\u5f0f\u8ba1\u7b97 + \u533a\u5757\u94fe\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u3002<strong>\u667a\u80fd\u7535\u7f51<\/strong>\uff1aDeepCoin \u7528\u77ed\u7b7e\u540d + \u54c8\u5e0c\u51fd\u6570\u4fdd\u8bc1 P2P \u80fd\u6e90\u7cfb\u7edf\u9ad8\u541e\u5410\uff1b\u8d26\u6237\u6620\u5c04\u6280\u672f\u4fdd\u62a4\u80fd\u6e90\u4ea4\u6613\u9690\u79c1\u3002<strong>\u4e0b\u4e00\u4ee3\u901a\u4fe1\u7f51\u7edc<\/strong>\uff1a\u533a\u5757\u94fe + \u8054\u90a6\u667a\u80fd\u9a71\u52a8\u6570\u5b57\u5b6a\u751f\u8fb9\u7f18\u7f51\u7edc\uff1b\u9762\u5411 6G \u7684\u65e0\u4eba\u673a\u901a\u4fe1\u573a\u666f\u4e2d\u533a\u5757\u94fe + \u901a\u611f\u4e00\u4f53\u5316\u662f\u5173\u952e\u6f5c\u5728\u6280\u672f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"597\" height=\"399\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-16.png\"  class=\"wp-image-1309\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-16.png 597w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-16-300x201.png 300w\" sizes=\"auto, (max-width: 597px) 100vw, 597px\" title=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe6\" alt=\"\u8fb9\u7f18\u667a\u80fd\u878d\u5408\u533a\u5757\u94fe\uff1a\u7814\u7a76\u73b0\u72b6\u3001\u5e94\u7528\u53ca\u6311\u6218\u63d2\u56fe6\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u90e8\u7f72\u6559\u7a0b\uff1a\u4ece\u8bc6\u522b\u7528\u4f8b\u5230\u6fc0\u6d3b\u751f\u6001<\/h2>\n\n\n\n<p>\u4e0d\u540c\u4e8e\u7eaf\u7406\u8bba\u7efc\u8ff0\uff0c\u8fd9\u7bc7\u6587\u7ae0\u8d34\u5fc3\u5730\u7ed9\u51fa\u4e86\u4e00\u4efd<strong>\u516d\u6b65\u90e8\u7f72\u6e05\u5355<\/strong>\uff1a<\/p>\n\n\n\n<p><strong>1) \u7528\u4f8b\u8bc6\u522b<\/strong>\u2014\u2014\u53c2\u8003 PwC \u7684\u516d\u6761\u6807\u51c6\uff08\u591a\u65b9\u66f4\u65b0 \/ \u591a\u65b9\u5171\u4eab\u6570\u636e\u3001\u662f\u5426\u9700\u8981\u9a8c\u8bc1\u3001\u4e2d\u4ecb\u662f\u5426\u589e\u52a0\u590d\u6742\u5ea6\u3001\u4ea4\u6613\u662f\u5426\u76f8\u4e92\u4f5c\u7528\u3001\u4ea4\u4e92\u662f\u5426\u65f6\u95f4\u654f\u611f\uff09\uff0c\u6ee1\u8db3 4 \u9879\u4ee5\u4e0a\u624d\u8003\u8651\u4e0a\u94fe\u3002<strong>2) \u5e73\u53f0\u9009\u62e9<\/strong>\u2014\u2014\u6839\u636e\u7cfb\u7edf\u9700\u6c42\u9009\u62e9\u94fe\u7c7b\u578b\uff08Hyperledger Fabric vs MultiChain\uff09\u3001SDK \u8bed\u8a00\u4f9d\u8d56\u3001\u53ef\u6269\u5c55\u6027\u7b49\u3002<strong>3) \u533a\u5757\u94fe\u521d\u59cb\u5316<\/strong>\u2014\u2014\u4ee5 Ethereum \u4e3a\u4f8b\uff0c\u6784\u9020\u521b\u4e16\u533a\u5757\u7684 JSON \u914d\u7f6e\uff08Nonce\u3001Timestamp \u7b49\uff09\uff0c\u7528 Geth \u5ba2\u6237\u7aef\u542f\u52a8\u3002<strong>4) \u667a\u80fd\u5408\u7ea6\u521b\u5efa<\/strong>\u2014\u2014Ethereum Wallet + SOLC \u7f16\u8bd1\u4e3a EVM \u5b57\u8282\u7801\uff0c\u901a\u8fc7 Geth RPC \u90e8\u7f72\uff0c\u7528 Remix \u8c03\u8bd5\uff0c\u7528 Truffle \/ Ganache \u6784\u5efa\u5206\u5e03\u5f0f\u5e94\u7528\u3002<strong>5) \u533a\u5757\u94fe\u6fc0\u6d3b<\/strong>\u2014\u2014\u8fb9\u7f18\u667a\u80fd\u5e94\u7528\u987b\u6258\u7ba1\u5728\u4e3b\u94fe\uff1b\u6df7\u5408\u67b6\u6784\u5efa\u8bae\u5728\u4e91\u670d\u52a1\u5668\u521d\u59cb\u5316\u3002<strong>6) \u751f\u6001\u7cfb\u7edf\u6784\u5efa<\/strong>\u2014\u2014\u53d1\u6325\u53ef\u89e3\u51b3\u7ec4\u7ec7\u95ee\u9898\u7684\u80fd\u529b\uff0c\u540c\u65f6\u9075\u5faa\u884c\u4e1a\u89c4\u5b9a\u3002<\/p>\n\n\n\n<p>\u8fd9\u90e8\u5206\u5bf9\u5de5\u7a0b\u56e2\u961f\u4ece 0 \u5230 1 \u843d\u5730\u975e\u5e38\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n\n\n\n<h2 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