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
  • [21] Lu F., 1999, J IMAGE GRAPH, V10, P3
  • [22] Finding the shortest paths by node combination
    Lu, Xin
    Camitz, Martin
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2011, 217 (13) : 6401 - 6408
  • [23] A Centralized Route-Management Solution for Autonomous Vehicles in Urban Areas
    Luis Zambrano-Martinez, Jorge
    Calafate, Carlos T.
    Soler, David
    Lemus-Zuniga, Lenin-Guillermo
    Cano, Juan-Carlos
    Manzoni, Pietro
    Gayraud, Thierry
    [J]. ELECTRONICS, 2019, 8 (07)
  • [24] Mohring R. H., 2005, INT WORKSH EXP EFF A, P1
  • [25] A PARAMETRIC APPROACH TO SOLVING BICRITERION SHORTEST-PATH PROBLEMS
    MOTE, J
    MURTHY, I
    OLSON, DL
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 53 (01) : 81 - 92
  • [26] Nordbeck S., 1969, Computer Cartography Shortest Route Programs
  • [27] A comparison of solution strategies for biobjective shortest path problems
    Raith, Andrea
    Ehrgott, Matthias
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (04) : 1299 - 1331
  • [28] A biobjective Dijkstra algorithm
    Sedeno-noda, Antonio
    Colebrook, Marcos
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 276 (01) : 106 - 118
  • [29] Accurate and fast path computation on large urban road networks: A general approach
    Song, Qing
    Li, Meng
    Li, Xiaolei
    [J]. PLOS ONE, 2018, 13 (02):
  • [30] Enhancing GPS With Lane-Level Navigation to Facilitate Highway Driving
    Song, Tianyi
    Capurso, Nicholas
    Cheng, Xiuzhen
    Yu, Jiguo
    Chen, Biao
    Zhao, Wei
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (06) : 4579 - 4591