【摘要】 随着城市化进程的不断加速与机动车数量的持续增长，停车难如今已成为城市可持续健康发展的一个亟待解决的问题。传统停车管理方式效率低下，无法满足现代城市实际停车需求。基于NB-IoT的智慧停车诱导系统通过集成物联网、大数据、云计算和人工智能等现代信息技术，实现了对停车资源的智能化管理和优化配置。本文讨论了NB-IoT技术在智慧停车诱导系统中的应用，并提出一套完整的技术解决方案，并对其进行了相关实证研究和分析。研究结果表明，该系统能够有效提高停车效率，改善用户体验，缓解交通压力，并为未来城市发展与规划提供了价值参考依据。更多还原

【Abstract】 With the continuous acceleration of urbanization and the continuous growth of the number of motor vehicles, parking difficulties have become an urgent problem to be solved for the sustainable and healthy development of cities. The traditional parking management method is inefficient and cannot meet the actual parking needs of modern cities. The smart parking guidance system based on NB-IoT integrates modern information technologies such as IoT, big data, cloud computing, and artificial intelligence to achieve intelligent management and optimized configuration of parking resources. This article discusses the application of NB-IoT technology in smart parking guidance systems, proposes a complete technical solution, and conducts relevant empirical research and analysis on it. The research results indicate that the system can effectively improve parking efficiency, enhance user experience, alleviate traffic pressure, and provide valuable reference for future urban development and planning.更多还原