{"id":32099,"date":"2025-12-10T17:17:08","date_gmt":"2025-12-10T09:17:08","guid":{"rendered":"https:\/\/aiportek.com\/?p=32099"},"modified":"2025-12-10T17:31:58","modified_gmt":"2025-12-10T09:31:58","slug":"embedded-ai-canbus-redefining-role","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/embedded-ai-canbus-redefining-role\/","title":{"rendered":"Hongke Solutions] Embedded AI Rise: How CAN Buses Reinvent Real-Time Control and Edge Intelligence?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"32099\" class=\"elementor elementor-32099\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f96cecf\" data-id=\"1f96cecf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd50b9b elementor-widget elementor-widget-text-editor\" data-id=\"fd50b9b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d303089 elementor-widget elementor-widget-text-editor\" data-id=\"d303089\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b0e7b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b0e7b4e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7a4b7cfc\" data-id=\"7a4b7cfc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79a3214 elementor-widget elementor-widget-heading\" data-id=\"79a3214\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[Hongke Solutions] Embedded AI Rise, How CAN Buses Reinvent Their New Role?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" viewbox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 104c-53 0-96 43-96 96s43 96 96 96 96-43 96-96-43-96-96-96zm0 144c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm0-240C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-49.7 0-95.1-18.3-130.1-48.4 14.9-23 40.4-38.6 69.6-39.5 20.8 6.4 40.6 9.6 60.5 9.6s39.7-3.1 60.5-9.6c29.2 1 54.7 16.5 69.6 39.5-35 30.1-80.4 48.4-130.1 48.4zm162.7-84.1c-24.4-31.4-62.1-51.9-105.1-51.9-10.2 0-26 9.6-57.6 9.6-31.5 0-47.4-9.6-57.6-9.6-42.9 0-80.6 20.5-105.1 51.9C61.9 339.2 48 299.2 48 256c0-110.3 89.7-200 200-200s200 89.7 200 200c0 43.2-13.9 83.2-37.3 115.9z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tHongKeTechnology\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2025\/12\/10\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>December 10, 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8309a elementor-widget elementor-widget-text-editor\" data-id=\"3a8309a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"291\" data-end=\"401\">As Artificial Intelligence (AI) is gradually penetrating into every industry and everywhere, how can embedded smart devices achieve efficient and reliable collaboration between massive data and real-time demands? The answer may not come from a new and disruptive technology, but from a classic, mature, and still very much alive cornerstone....<strong data-start=\"390\" data-end=\"400\">CAN bus<\/strong>The<\/p>\n<p data-start=\"403\" data-end=\"480\">Here, we share CiA's authoritative viewpoints and bring you an in-depth discussion on how CAN, with its core features of \"high reliability, real-time performance, and distributed architecture,\" can reshape its own positioning in the rising tide of embedded AI.<\/p>\n<p data-start=\"482\" data-end=\"561\">Have you noticed that AI is gradually sinking from the \"cloud\" and quietly embedding itself into all kinds of terminal devices around you? This trend is the so-called \"embedded AI\", which allows devices to have the ability to sense, reason, judge and act autonomously locally.<\/p>\n<p data-start=\"563\" data-end=\"618\">However, a new question arises: how can these \"small intelligences\" scattered at the periphery be stably, securely, and with low latency linked together to form a reliable collaborative system?<\/p>\n<p data-start=\"620\" data-end=\"657\">The answer, perhaps, lies in the widely validated and continuously evolving communications technology - the<strong data-start=\"646\" data-end=\"656\">CAN bus<\/strong>The<\/p>\n<p data-start=\"659\" data-end=\"778\">The latest article of CiA (CAN in Automation), an international authority, will reveal how the technology combination of \"CAN + AI\" will lay a stronger foundation for future intelligent systems. It's about a more efficient, autonomous and intelligent embedded world, and this future is approaching at an alarming speed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-912273d elementor-widget elementor-widget-image\" data-id=\"912273d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-1024x683.png\" class=\"attachment-large size-large wp-image-32101\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-1024x683.png 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-300x200.png 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-768x512.png 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-18x12.png 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c-600x400.png 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/a2ea248a-d0a4-4191-8334-3da66c51d47c.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9aba933 elementor-widget elementor-widget-heading\" data-id=\"9aba933\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">When AI Meets CAN: The Next Chapter in Embedded Intelligent Systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3381e7 elementor-widget elementor-widget-text-editor\" data-id=\"d3381e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"816\" data-end=\"905\">Google AI defines embedded AI as \"the deep fusion of artificial intelligence with physical devices and systems\". Through this convergence, devices no longer have to rely on cloud connectivity and can process data, analyze intelligence, make decisions and even execute actions locally.<\/p>\n<p data-start=\"907\" data-end=\"999\">To achieve these capabilities, \"lean\" AI models need to be run on highly efficient hardware to improve computational efficiency, accuracy and real-time response. Typical applications include autonomous robots, smart sensors, medical devices, and smart manufacturing.<\/p>\n<p data-start=\"1001\" data-end=\"1094\">Embedded AI is seen as the next stage in the evolution of embedded control networks. Back in the early days of AI, AI relied on large clusters of remote computers with high energy consumption and was fed by sensors in embedded networks, which were computed in the cloud and sent back to front-end actuators for control.<\/p>\n<p data-start=\"1096\" data-end=\"1213\">However, with the increasing demand for real-time performance, cloud-based architectures are no longer sufficient for latency-sensitive embedded control scenarios that must respond quickly. This has led the industry to deploy <strong data-start=\"1154\" data-end=\"1187\">Edge AI Controller<\/strong>The AI calculations are performed closer to the scene to minimize latency.<\/p>\n<p data-start=\"1215\" data-end=\"1303\">The next step for embedded control networks is to allow AI to be decentralized to the AI-based sensors and AI-based actuators themselves, allowing them to choose whether or not to communicate with local edge AI controllers on demand, making the entire system more flexible and autonomous.<\/p>\n<p data-start=\"1305\" data-end=\"1392\">In the development of new technologies, centralized architectures are often the starting point; as they mature, they usually move towards decentralized architectures. The benefits of decentralization are clear: trained, pre-processed data is smaller, and true real-time communication is possible even on low-bandwidth networks.<\/p>\n<p data-start=\"1394\" data-end=\"1449\">This is crucial for all autonomous equipment, such as AGVs, AMRs, drones, self-driving agricultural machinery, forestry equipment, construction machinery, earthmoving equipment, etc.<\/p>\n<p data-start=\"1451\" data-end=\"1569\">Looking back at historical applications, we can see that these autonomous systems have generally adopted a distributed network architecture based on CAN buses; this is also true in areas such as medical equipment and laboratory equipment. In addition, the decentralized architecture brings an extra security advantage: Embedded AI networks do not have to rely on remote interfaces, so they are more immune to external network attacks, which significantly improves system security.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d254321 elementor-widget elementor-widget-heading\" data-id=\"d254321\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Two Embedded AI Pioneers: Navigational Fusion and Status Monitoring<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f707efe elementor-widget elementor-widget-text-editor\" data-id=\"f707efe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1607\" data-end=\"1633\">The first batch of embedded AI devices to hit the ground are expected to focus on two areas:<\/p>\n<ol data-start=\"1635\" data-end=\"1736\">\n<li data-start=\"1635\" data-end=\"1675\">\n<p data-start=\"1638\" data-end=\"1675\"><strong data-start=\"1638\" data-end=\"1655\">Multi-sensor fusion equipment for navigational purposes<\/strong>-Output intelligent data processed by AI algorithms<\/p>\n<\/li>\n<li data-start=\"1676\" data-end=\"1736\">\n<p data-start=\"1679\" data-end=\"1736\"><strong data-start=\"1679\" data-end=\"1713\">Condition Monitoring Equipment<\/strong>-Predictive Analytics and Health Diagnostics with Embedded AI<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"1738\" data-end=\"1852\">In terms of actuators, intelligent power drives that support self-configuring and self-optimizing will become typical applications for embedded AI. In addition, predictive maintenance and AI status monitoring of electrical equipment are also the focus of various industries.<\/p>\n<p data-start=\"1854\" data-end=\"1928\">While using an embedded real-time AI host controller is an option, integrating the AI software directly into the actuator effectively lowers the system design threshold and saves engineers significant development and integration costs.<\/p>\n<p data-start=\"1930\" data-end=\"1995\">There is reason to believe that chipmakers will soon introduce more AI-friendly hardware with lower power consumption and more reasonable costs, making it easier to deploy embedded AI in battery-powered devices.<\/p>\n<p data-start=\"1997\" data-end=\"2102\">In the author's opinion:<strong data-start=\"2003\" data-end=\"2049\">The CAN bus-based network architecture is optimal for connecting AI sensors, AI actuators and master controllers in series.<\/strong><br data-start=\"2049\" data-end=\"2052\" \/>The high stability, high reliability and excellent scalability of CAN are the most essential core features of an embedded AI real-time control system.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0546d0 elementor-widget elementor-widget-heading\" data-id=\"c0546d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">CANopen meets embedded AI: The first protocol is already born<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a761ec3 elementor-widget elementor-widget-text-editor\" data-id=\"a761ec3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2144\" data-end=\"2279\">The first CANopen protocol designed specifically for embedded AI devices is the first CANopen protocol for item inspection devices. <strong data-start=\"2184\" data-end=\"2195\">CiA 462<\/strong>The<br data-start=\"2196\" data-end=\"2199\" \/>Rather than relying on specific sensing technologies (e.g., camera, radar, ultrasound, etc.), it explicitly defines the data format that can be mapped to PDO (Process Data Object) reports, allowing multi-sensor fusion devices to output intelligent data processed by AI.<\/p>\n<p data-start=\"2281\" data-end=\"2340\">In addition, other CiA protocols will be expanded with the development of embedded AI, especially in the areas of status monitoring and device health parameters, which will see more comprehensive upgrades.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac4a14a elementor-widget elementor-widget-image\" data-id=\"ac4a14a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"713\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-1024x713.webp\" class=\"attachment-large size-large wp-image-32102\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-1024x713.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-300x209.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-768x535.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6-600x418.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/PCAN-XL\u5957\u4ef6.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c872269 elementor-widget elementor-widget-heading\" data-id=\"c872269\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">HOSCO Narrative<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0cea30 elementor-widget elementor-widget-text-editor\" data-id=\"c0cea30\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2359\" data-end=\"2467\">Embedded AI is accelerating to the edge, and a stable, reliable, and highly real-time communications architecture is a critical foundation for it to take hold. As this paper reveals, the<strong data-start=\"2412\" data-end=\"2451\">CAN and CANopen are becoming the ideal \"neural network\" for embedded AI.<\/strong>The next generation of highly autonomous smart devices will be supported by the next generation of highly autonomous smart devices.<\/p>\n<p data-start=\"2469\" data-end=\"2575\">In the face of this wave, Avision is committed to delivering products that range from the classic to the cutting edge (including the latest \ud83d\udc49). <strong data-start=\"2498\" data-end=\"2515\">Rainbow PCAN XL Kit<\/strong>We are looking forward to working with our industry partners to usher in the era of \"Embedded AI \u00d7 Real-time Control Network\" convergence. We look forward to working with our industry partners to embrace the new era of \"Embedded AI \u00d7 Real-time Control Network\" convergence.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/aiportek.com\/pcan-xl-starter-bundle\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Go to PCAN-XL Product Page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-36385 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-knowbe4 tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/hongke-knowbe4-email-security-guide\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"260\" height=\"186\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/\u9999\u6e2f\u5c01\u9762.jpg\" class=\"attachment-full size-full wp-image-36389\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/\u9999\u6e2f\u5c01\u9762.jpg 260w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/\u9999\u6e2f\u5c01\u9762-18x12.jpg 18w\" sizes=\"(max-width: 260px) 100vw, 260px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/hongke-knowbe4-email-security-guide\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] As Phishing Emails Become Increasingly Realistic, How Does KnowBe4 Help Businesses Maintain Email Security?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>As AI-generated phishing emails become increasingly realistic, traditional email defenses are no longer sufficient. This article explains how KnowBe4 uses four key mechanisms\u2014Defend, Prevent, cybersecurity awareness training, and HRM+\u2014to turn employees into the strongest first line of defense and master email security best practices for 2026. KnowBe4 uses a four-tier defense system that integrates inbound detection, outbound control, and employee training to help organizations reduce email risks at their root.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/hongke-knowbe4-email-security-guide\/\" aria-label=\"Read more about \u3010Hongke Solutions\u3011: As Phishing Emails Become Increasingly Realistic, How Does KnowBe4 Help Businesses Maintain Email Security?\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 4, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-36371 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-elpro tag-45\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/elpro-monitor-medical-device-compliance\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"966\" height=\"548\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9.webp\" class=\"attachment-full size-full wp-image-36376\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9.webp 966w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9-300x170.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9-768x436.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-9-600x340.webp 600w\" sizes=\"(max-width: 966px) 100vw, 966px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/elpro-monitor-medical-device-compliance\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] Hongke elproMONITOR Wired Temperature and Humidity Monitoring System \u2013 Solutions for Medical Device and GMP Compliance\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Hongke\u2019s elproMONITOR Wired Temperature and Humidity Automatic Monitoring System helps medical device and biopharmaceutical companies comply with international regulations such as GMP and FDA 21 CFR Part 11. It provides 24\/7 real-time monitoring, intelligent alerts, and tamper-proof data protection, helping companies achieve Industry 4.0 smart manufacturing and compliance management.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/elpro-monitor-medical-device-compliance\/\" aria-label=\"Read more about [Hongke Solutions] Hongke elproMONITOR Wired Temperature and Humidity Monitoring System \u2013 Solutions for Medical Device and GMP Compliance\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 4, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-36321 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-ids tag-57\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/ids-event-camera-high-speed-drone-detection-application\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"642\" height=\"380\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640.webp\" class=\"attachment-full size-full wp-image-36329\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640.webp 642w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-300x178.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/08\/640-600x355.webp 600w\" sizes=\"(max-width: 642px) 100vw, 642px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/ids-event-camera-high-speed-drone-detection-application\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] Hongke iDS Event Camera: High-Speed Tracking and Detection Solutions for Drones\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Learn more about how Hongke\u2019s iDS event camera overcomes the motion blur and lighting limitations of traditional RGB cameras. It provides a sub-millisecond low-latency visual perception solution specifically designed for high-speed tracking by drones, low-altitude security, and obstacle avoidance in GPS-denied environments.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/ids-event-camera-high-speed-drone-detection-application\/\" aria-label=\"Read more about [Hongke Solutions] Hongke iDS Event Camera: High-Speed Tracking and Detection Solutions for Drones\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 3, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"40\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Embedded AI is accelerating to the edge, and CAN bus is becoming a key communication architecture for connecting AI sensors and smart actuators due to its reliable, real-time and decentralized features. HTRC analyzes CiA insights, CANopen applications (including CiA 462), and the future PCAN XL toolchain, revealing the path to CAN + AI and industry opportunities.<\/p>","protected":false},"author":1,"featured_media":32101,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[18],"tags":[55,38],"class_list":["post-32099","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18","tag-peak","tag-38"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/comments?post=32099"}],"version-history":[{"count":8,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/revisions"}],"predecessor-version":[{"id":32109,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32099\/revisions\/32109"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/32101"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=32099"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=32099"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=32099"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}