{"title":"人工智能驱动的安全5G MIMO提高工业和服务应用中的机器人精度","authors":"Yuanfang Wei","doi":"10.1002/itl2.70077","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>The incorporation of AI in conjunction with secure 5G MIMO networks enhances the precision of consumer and industrial robotics. Ultra-reliable, low-latency communication paired with autonomous control enables faster, safer, and more accurate action execution in dynamic environments. However, contemporary robotic communication systems face challenges such as being highly susceptible to signal interference, network delays, cyber-attacks, and lack of adaptive capability. These obstacles particularly hinder remote control teleoperation and robotic efficiency in conditions which are highly volatile or constantly changing. The framework proposed, AI-Driven Secure 5G MIMO for Robotic Precision (AI-5G-MIMO-RP), uses AI adaptive signal processing to manage assistive cyber defense systems and strong 5G MIMO communications to overcome such challenges. MIMO technology not only increases data transmission speed, but also enhances dependability, while machine learning helps optimize data routing within the signals. AI-fortified cyber defenses detect and mitigate real-time and pre-emptive breaches, ensuring system communications cannot be tampered with. This approach supports application areas with smart precision like manufacturing, robotics for healthcare, facilitating automation in remote assistance, and serving in automated logistics. This technology enables dependably safe control and low-latency communication, guaranteeing accurate robot operation in complex tasks without human oversight. AI-5G-MIMO-RP creates a new standard in precision robotics control, network resilience, and operational efficiency. This technology reduces communication delays, increases network flexibility, and enhances system reliability, making industrial and service settings safer and more efficient than previous systems.</p>\n </div>","PeriodicalId":100725,"journal":{"name":"Internet Technology Letters","volume":"8 5","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"AI-Driven Secure 5G MIMO Enhancing Robotic Precision in Industrial and Service Applications\",\"authors\":\"Yuanfang Wei\",\"doi\":\"10.1002/itl2.70077\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>The incorporation of AI in conjunction with secure 5G MIMO networks enhances the precision of consumer and industrial robotics. Ultra-reliable, low-latency communication paired with autonomous control enables faster, safer, and more accurate action execution in dynamic environments. However, contemporary robotic communication systems face challenges such as being highly susceptible to signal interference, network delays, cyber-attacks, and lack of adaptive capability. These obstacles particularly hinder remote control teleoperation and robotic efficiency in conditions which are highly volatile or constantly changing. The framework proposed, AI-Driven Secure 5G MIMO for Robotic Precision (AI-5G-MIMO-RP), uses AI adaptive signal processing to manage assistive cyber defense systems and strong 5G MIMO communications to overcome such challenges. MIMO technology not only increases data transmission speed, but also enhances dependability, while machine learning helps optimize data routing within the signals. AI-fortified cyber defenses detect and mitigate real-time and pre-emptive breaches, ensuring system communications cannot be tampered with. This approach supports application areas with smart precision like manufacturing, robotics for healthcare, facilitating automation in remote assistance, and serving in automated logistics. This technology enables dependably safe control and low-latency communication, guaranteeing accurate robot operation in complex tasks without human oversight. AI-5G-MIMO-RP creates a new standard in precision robotics control, network resilience, and operational efficiency. This technology reduces communication delays, increases network flexibility, and enhances system reliability, making industrial and service settings safer and more efficient than previous systems.</p>\\n </div>\",\"PeriodicalId\":100725,\"journal\":{\"name\":\"Internet Technology Letters\",\"volume\":\"8 5\",\"pages\":\"\"},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2025-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Internet Technology Letters\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/itl2.70077\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"TELECOMMUNICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Internet Technology Letters","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/itl2.70077","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
引用次数: 0
摘要
人工智能与安全5G MIMO网络的结合提高了消费和工业机器人的精度。超可靠、低延迟的通信与自主控制相结合,可以在动态环境中更快、更安全、更准确地执行动作。然而,当代机器人通信系统面临着诸如高度易受信号干扰、网络延迟、网络攻击和缺乏自适应能力等挑战。这些障碍尤其阻碍了远程控制遥操作和机器人在高度不稳定或不断变化的条件下的效率。提出的框架,人工智能驱动的机器人精度安全5G MIMO (AI-5G-MIMO- rp),使用人工智能自适应信号处理来管理辅助网络防御系统和强大的5G MIMO通信,以克服这些挑战。MIMO技术不仅提高了数据传输速度,还增强了可靠性,而机器学习有助于优化信号内的数据路由。人工智能强化的网络防御可以检测并减轻实时和先发制人的破坏,确保系统通信无法被篡改。这种方法支持具有智能精度的应用领域,如制造业、医疗保健机器人、促进远程援助自动化以及自动化物流服务。该技术实现了可靠的安全控制和低延迟通信,保证了机器人在没有人为监督的情况下在复杂任务中准确操作。AI-5G-MIMO-RP在精密机器人控制、网络弹性和运营效率方面创造了新的标准。该技术减少了通信延迟,增加了网络灵活性,提高了系统可靠性,使工业和服务设置比以前的系统更安全、更高效。
AI-Driven Secure 5G MIMO Enhancing Robotic Precision in Industrial and Service Applications
The incorporation of AI in conjunction with secure 5G MIMO networks enhances the precision of consumer and industrial robotics. Ultra-reliable, low-latency communication paired with autonomous control enables faster, safer, and more accurate action execution in dynamic environments. However, contemporary robotic communication systems face challenges such as being highly susceptible to signal interference, network delays, cyber-attacks, and lack of adaptive capability. These obstacles particularly hinder remote control teleoperation and robotic efficiency in conditions which are highly volatile or constantly changing. The framework proposed, AI-Driven Secure 5G MIMO for Robotic Precision (AI-5G-MIMO-RP), uses AI adaptive signal processing to manage assistive cyber defense systems and strong 5G MIMO communications to overcome such challenges. MIMO technology not only increases data transmission speed, but also enhances dependability, while machine learning helps optimize data routing within the signals. AI-fortified cyber defenses detect and mitigate real-time and pre-emptive breaches, ensuring system communications cannot be tampered with. This approach supports application areas with smart precision like manufacturing, robotics for healthcare, facilitating automation in remote assistance, and serving in automated logistics. This technology enables dependably safe control and low-latency communication, guaranteeing accurate robot operation in complex tasks without human oversight. AI-5G-MIMO-RP creates a new standard in precision robotics control, network resilience, and operational efficiency. This technology reduces communication delays, increases network flexibility, and enhances system reliability, making industrial and service settings safer and more efficient than previous systems.