ConGPS:一个智能集装箱定位系统,使用惯性传感器和电子地图与稀有的GPS
Shan Huang1, Zihan Song1, Hyung-Rim Choi1
1Smart Logistics Research Center, Dong-A University, Busan 49315, Republic of Korea.
Sensors (Basel, Switzerland)
|November 25, 2023
概括
本研究介绍了ConGPS,这是一个用于物流中准确定位集装箱的系统. 它通过集成惯性传感器和电子地图来减少对GPS的依赖,即使在GPS被拒绝的区域.
科学领域:
- 物流和供应链管理的物流和供应链管理.
- 地理学工程 工程地质学
- 传感器融合技术 传感器融合技术
背景情况:
- 实时全球定位对于高效的集装箱物流至关重要.
- 频繁的全球定位系统 (GPS) 呼叫和GPS被拒绝的环境对连续定位构成了重大挑战.
研究的目的:
- 开发一种新的系统,ConGPS,可以提高实时容器定位准确度.
- 为了减少在物流运营中对频繁的GPS呼叫的依赖.
主要方法:
- ConGPS将惯性传感器数据与电子地图信息集成在一起.
- 它使用磁力计和地图匹配算法来估计集装箱轨迹和位置.
- 该系统利用集装箱轨迹和电子地图速度限制进行准确的估计.
主要成果:
- 在15分钟的GPS呼叫间隔内,ConGPS保持了定位准确度.
- 该系统即使使用低成本惯性传感器,也表现出有效性.
- 使用280分钟的驾驶数据 (360公里) 验证了准确的定位.
结论:
- 在物流领域,ConGPS为实时集装箱定位提供了强大的解决方案.
- 该系统显著缓解了与GPS拒绝环境相关的问题,并减少了GPS呼叫频率.
- 这种方法提高了集装箱跟踪系统的可靠性和效率.
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