信息工程大学学报2025，Vol.26Issue(1)：64-69,6.DOI:10.3969/j.issn.1671-0673.2025.01.010
基于轨迹大数据的路径优化算法
Path Optimization Algorithm Based on Trajectory Big Data
张乐飞 1周天 2黄筱媛 3胡飞 4李宁1
作者信息
- 1. 中国人民武装警察部队研究院,北京 100012
- 2. 湖南国天电子科技有限公司,湖北 武汉 430074
- 3. 32707部队,北京 100071
- 4. 鹤壁天海电子信息系统有限公司,江苏 南京 210000
- 折叠
摘要
Abstract
An action prediction and path optimization method based on individual soldier movement trajectory is proposed in this paper.First,the intelligent individual soldier multi-hop relay communica-tion system is used as the front-end to obtain individual solider trajectory data,which is then retured to the command and control background in real time.Second,in the back-end,data storage,trajectory pre-processing,marking task points,clustering point analysis,trajectory segmentation are comprehen-sively used to realize trajectory data tube.Finally,similarity measurement algorithm is employed to de-duce the optimal path.Based on the test data of a certain area,the verification results show that the tra-jectory map drawn is consistent with the actual action,and the optimized path has the characteristics of short distance and large signal coverage,which has practical application value.关键词
大数据/轨迹/路径优化/聚类/多跳中继Key words
big data/trajectory/path optimization/clustering/multi-hop relay分类
信息技术与安全科学引用本文复制引用
张乐飞,周天,黄筱媛,胡飞,李宁..基于轨迹大数据的路径优化算法[J].信息工程大学学报,2025,26(1):64-69,6.
