中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

重庆交通大学学报(自然科学版) ›› 2022, Vol. 41 ›› Issue (01): 53-58.DOI: 10.3969/j.issn.1674-0696.2022.01.08

• 交通+大数据人工智能 • 上一篇    

基于点包容性检测的工程船越界检测算法

潘伟,谢新连,李猛   

  1. (大连海事大学 综合运输研究所,辽宁 大连116026)
  • 收稿日期:2020-03-02 修回日期:2020-08-19 发布日期:2022-01-20
  • 作者简介:潘伟(1992—),男,辽宁大连人,博士研究生,主要从事交通运输规划与管理方面的研究。 E-mail:panweidlmu@163.com 通信作者:谢新连(1956—),男,辽宁大连人,教授,主要从事交通运输规划与管理方面的研究。E-mail:xxlian@dlmu.edu.cn
  • 基金资助:
    国家重点研发计划项目(2017YFC0805309);中央高校基本科研业务费专项资金资助项目(3132019303)

Cross-Boundary Detection Algorithm for Engineering Ships Based on Point Inclusive Detection

PAN Wei, XIE Xinlian, LI Meng   

  1. (Integrated Transport Institute, Dalian Maritime University, Dalian 116026, Liaoning, China)
  • Received:2020-03-02 Revised:2020-08-19 Published:2022-01-20

摘要: 在交通流密集的航道上,航行船舶与施工工程船间存在较高的碰撞风险,通航水域管理部门会限制工程船在通航船舶高峰时期进入航道进行作业。为及时发现交通管制时段航道内可能存在的施工工程船,检测工程船船位与交通管制区域的关系是合理有效的途径之一。在系统监控的过程中,系统每次更新均需要进行实时数据获取、解码、载入等操作,耗费相对较为固定的时间,提升检验算法的运行效率是优化监控系统性能的有效方式,通过旋转区域模型获得最佳检验角度,并优化射线法判定条件,提升射线法的运行效率。研究结果表明:优化后的射线法具有较高的运算效率和稳定性,比传统射线法运行效率提高约35.51%;与垂直设置射线的射线法相比,运行效率提升约25.68%且更加稳定;在无法降低获取船位报文与解码时间的情况下,改进后算法的高效性和稳定性可以帮助监控系统在规定时间内完成船位越界检测任务。

关键词: 交通工程;点包容性检测;射线法;越界;监控;工程船

Abstract: In the crowded channel, there is a high risk of collision between the construction engineering ship and the sailing ship. The navigable waters management department will limit the work of the engineering vessel during the peak period of navigation vessels. In order to find the possible construction engineering ships in the channel during the traffic control period in time, detecting the relationship between the ship position of the construction ship and the traffic control area is one of the reasonable and effective ways. In the process of system monitoring, each update of the system required real-time data acquisition, decoding, loading and other operations, which consumed relatively fixed time. Therefore, improving the operation efficiency of the detection algorithm was an effective way to optimize the performance of the monitoring system. Therefore, the operation efficiency of ray method was improved by rotating the region model to obtain the best inspection angle and optimize the judgment conditions of ray method. Research results show that the optimized ray method has higher operation efficiency and stability, and its operation efficiency is improved by about 35.51% compared with the traditional ray method. Compared with the ray method of vertical setting ray, its operation efficiency is improved by 25.68% and is more stable. When the acquisition and decoding time of ship position message cannot be reduced, the efficiency and stability of the improved algorithm can help the monitoring system complete the cross-boundary detection task of ship position within the specified time.

Key words: traffic engineering; point inclusive detection; ray method; cross boundary; monitoring; engineeri

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