Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model

被引:8
作者
Wei, Haitao [1 ]
Zhang, Shusheng [1 ]
He, Xiaohui [1 ]
机构
[1] Zhengzhou Univ, Sch Earth Sci & Technol, 75 Daxue North Rd, Zhengzhou 450052, Peoples R China
基金
国家重点研发计划;
关键词
navigation; unidirectional road network; statistical parameter; path planning; restrict search area; Dijkstra algorithm; OPTIMIZATION; COLONY; GPS;
D O I
10.3390/s21010203
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Accurate and fast path calculation is essential for applications such as vehicle navigation systems and transportation network routing. Although many shortest path algorithms for restricted search areas have been developed in the past ten years to speed up the efficiency of path query, the performance including the practicability still needs to be improved. To settle this problem, this paper proposes a new method of calculating statistical parameters based on a unidirectional road network model that is more in line with the real world and a path planning algorithm for dynamically restricted search areas that constructs virtual boundaries at a lower confidence level. We conducted a detailed experiment on the proposed algorithm with the real road network in Zhengzhou. As the experiment shows, compared with the existing algorithms, the proposed algorithm improves the search performance significantly in the condition of optimal path under the premise of ensuring the optimal path solution.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 37 条
  • [1] An Improved Simulated Annealing Technique for Enhanced Mobility in Smart Cities
    Amer, Hayder
    Salman, Naveed
    Hawes, Matthew
    Chaqfeh, Moumena
    Mihaylova, Lyudmila
    Mayfield, Martin
    [J]. SENSORS, 2016, 16 (07)
  • [2] Chondrogiannis Theodoros, 2014, P GI WORKSH GRUNDL V, P71
  • [3] Climaco J. C. N., 1981, Methods of Operations Research, V40, P255
  • [4] Dijkstra EW., 1959, Numer Math (Heidelb), V1, P271, DOI [DOI 10.1007/BF01386390, 10.1007/BF01386390]
  • [5] Supporting different dimensions of adaptability in workflow modeling
    Divitini M.
    Simone C.
    [J]. Computer Supported Cooperative Work: CSCW: An International Journal, 2000, 9 (03): : 365 - 397
  • [6] Ant system: Optimization by a colony of cooperating agents
    Dorigo, M
    Maniezzo, V
    Colorni, A
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01): : 29 - 41
  • [7] An exact method for the biobjective shortest path problem for large-scale road networks
    Duque, Daniel
    Lozano, Leonardo
    Medaglia, Andres L.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 242 (03) : 788 - 797
  • [8] Fanliang Bu, 2010, Proceedings of the 2010 IEEE International Conference on Emergency Management and Management Sciences (ICEMMS), P371, DOI 10.1109/ICEMMS.2010.5563425
  • [9] [付梦印 Fu Mengyin], 2004, [北京理工大学学报, Journal of beijing institute of technology], V24, P881
  • [10] Interacting multiple model for improving the precision of vehicle-mounted global position system
    Gao, Zhenhai
    Yu, Yong
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2016, 51 : 370 - 375