物联网时代下应用AIOT技术的智能小车实现及意义
Implementation and Significance of AIOT Technology in Smart Cars in the Era of IoT
DOI: 10.12677/csa.2024.144075, PDF,    科研立项经费支持
作者: 罗嘉烨, 郑俊康, 谭 正:武汉商学院信息工程学院,湖北 武汉
关键词: AIOT物联网人工智能智能巡检小车AIOT Internet of Things Artificial Intelligence Smart Inspection Vehicles
摘要: 智能巡检小车技术是随着人工智能和物联网发展形成的新技术,利用计算机控制智能设备进行无人巡视检查。相比传统的人工巡检方式,智能巡检小车更加安全成本更低且工作效率更高,而人工巡检工作量大时间长,且容易出现失误不够灵活。智能小车通过集成先进的摄像头、无线传输模块和物联网传感器,实现了视频实时传输、自主避障、自主循迹等功能,并能对环境进行监测。本研究详细阐述了智能小车在物联网环境下的关键技术实现,包括硬件设备的选型与集成、软件算法的设计与优化等。此外,本文还深入探讨了智能小车在提高巡检效率和安全性、降低人工巡检错误率以及提升管理效率等方面的实际应用效果。这些案例充分展示了智能小车在无人值守、灵活调整巡查力度以及提升管理效率等方面的显著优势。本研究不仅为智能巡检小车的设计与应用提供了理论支持和实践指导,同时也为物联网时代下的智能巡检技术的发展指明了方向。智能小车的广泛应用将推动巡检工作的智能化和自动化,为社会的安全与发展做出重要贡献。
Abstract: The technology of smart inspection vehicles has emerged as a new development alongside artificial intelligence and the internet of things (IoT), utilizing computer-controlled smart devices for unmanned inspection and surveillance. Compared to traditional manual inspection methods, smart inspection vehicles offer greater safety, lower costs, and higher efficiency, while manual inspections entail significant time and effort and are prone to errors and inflexibility. Smart cars integrate advanced cameras, wireless transmission modules, and IoT sensors to achieve functions such as real-time video transmission, autonomous obstacle avoidance, autonomous tracking, and environmental monitoring. This study elaborates on the key technological implementations of smart cars in the IoT environment, including hardware selection and integration, software algorithm design, and optimization. Furthermore, the paper explores in depth the practical application effects of smart cars in improving inspection efficiency and safety, reducing the error rate of manual inspections, and enhancing management efficiency. These cases fully demonstrate the significant advantages of smart cars in unmanned operations, flexible adjustment of inspection intensity, and improvement of management efficiency. This research not only provides theoretical support and practical guidance for the design and application of smart inspection vehicles but also indicates the direction for the development of intelligent inspection technology in the IoT era. The widespread application of smart cars will promote the intelligence and automation of inspection work, making important contributions to societal security and development.
文章引用:罗嘉烨, 郑俊康, 谭正. 物联网时代下应用AIOT技术的智能小车实现及意义[J]. 计算机科学与应用, 2024, 14(4): 41-46. https://doi.org/10.12677/csa.2024.144075

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