School of Engineering and Technology, Walailak University, 222 Thaiburi, Thasala, Nakhon Si Thammarat 80160, Thailand.
Creative Innovation in Science and Technology Program, Faculty of Science and Technology, Nakhon Si Thammarat Rajabhat University, Nakhon Si Thammarat 80280, Thailand.
Sensors (Basel). 2023 May 30;23(11):5206. doi: 10.3390/s23115206.
As the global population grows, and urbanization becomes more prevalent, cities often struggle to provide convenient, secure, and sustainable lifestyles due to the lack of necessary smart technologies. Fortunately, the Internet of Things (IoT) has emerged as a solution to this challenge by connecting physical objects using electronics, sensors, software, and communication networks. This has transformed smart city infrastructures, introducing various technologies that enhance sustainability, productivity, and comfort for urban dwellers. By leveraging Artificial Intelligence (AI) to analyze the vast amount of IoT data available, new opportunities are emerging to design and manage futuristic smart cities. In this review article, we provide an overview of smart cities, defining their characteristics and exploring the architecture of IoT. A detailed analysis of various wireless communication technologies employed in smart city applications is presented, with extensive research conducted to determine the most appropriate communication technologies for specific use cases. The article also sheds light on different AI algorithms and their suitability for smart city applications. Furthermore, the integration of IoT and AI in smart city scenarios is discussed, emphasizing the potential contributions of 5G networks coupled with AI in advancing modern urban environments. This article contributes to the existing literature by highlighting the tremendous opportunities presented by integrating IoT and AI, paving the way for the development of smart cities that significantly enhance the quality of life for urban dwellers while promoting sustainability and productivity. By exploring the potential of IoT, AI, and their integration, this review article provides valuable insights into the future of smart cities, demonstrating how these technologies can positively impact urban environments and the well-being of their inhabitants.
随着全球人口的增长和城市化的普及,由于缺乏必要的智能技术,城市往往难以提供便捷、安全和可持续的生活方式。幸运的是,物联网 (IoT) 通过使用电子设备、传感器、软件和通信网络将物理对象连接起来,成为解决这一挑战的一种解决方案。这改变了智慧城市的基础设施,引入了各种技术,提高了城市居民的可持续性、生产力和舒适度。通过利用人工智能 (AI) 分析可用的大量物联网数据,为设计和管理未来的智慧城市提供了新的机会。在这篇综述文章中,我们概述了智慧城市,定义了它们的特点并探讨了物联网的架构。对智慧城市应用中使用的各种无线通信技术进行了详细分析,并进行了广泛的研究,以确定特定用例最适合的通信技术。文章还介绍了不同的 AI 算法及其在智慧城市应用中的适用性。此外,还讨论了物联网和 AI 在智慧城市场景中的集成,强调了结合 AI 的 5G 网络在推进现代城市环境方面的潜力。本文通过强调集成物联网和 AI 所带来的巨大机会,为现有文献做出了贡献,为开发显著提高城市居民生活质量同时促进可持续性和生产力的智慧城市铺平了道路。通过探索物联网、AI 及其集成的潜力,这篇综述文章提供了对智慧城市未来的宝贵见解,展示了这些技术如何对城市环境和居民的福祉产生积极影响。