一个智能实时停车控制和监控系统
Abdelrahman Osman Elfaki1, Wassim Messoudi1, Anas Bushnag1
1Faculty of Computers & Information Technology, University of Tabuk, Tabuk 47512, Saudi Arabia.
Sensors (Basel, Switzerland)
|December 23, 2023
概括
这项研究引入了一种人工智能驱动的智能停车系统,以减少拥堵和浪费时间. 开发的系统提供了动态的机位分配,通过人工智能应用程序预订,并识别车牌,以有效管理停车场.
科学领域:
- 计算机科学 计算机科学
- 人工智能的人工智能
- 物联网的物联网,就是物联网.
背景情况:
- 停车场拥堵导致浪费时间,增加二氧化碳排放,以及安全问题.
- 在大型或多层停车场,可见度有限和标志不良加剧了停车困难.
研究的目的:
- 使用人工智能开发和验证实时智能停车管理系统.
- 为了应对效率低下的停车场利用,司机丧和车辆安全等挑战.
主要方法:
- 实施了一个动态的停车位分配系统,通过移动应用程序通过人工智能驱动的预订.
- 集成的物联网设备用于使用运动或测距仪传感器检测车辆.
- 开发了一种用于车辆识别的车牌检测和识别系统.
主要成果:
- 开发的智能停车系统通过现场测试证明了其实际应用.
- 分析了包括车辆车牌检测/识别精度,传输和处理延迟在内的关键性能指标.
结论:
- 拟议的基于人工智能的智能停车解决方案有效地实时管理停车资源.
- 该系统提供灵活,具有成本效益的解决方案,具有准确的车辆识别和高效的时段管理.
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