Path Planning for Robotic Delivery Systems

被引:2
|
作者
Brooks, Austen [1 ]
Bryant, Brandon [1 ]
Spoerer, Chase [1 ]
Lust, Michael [1 ]
Xu, Shengkai Sam [1 ]
Li, Yinfei [1 ]
BouSaba, Nabila [1 ]
Maity, Dipankar [1 ]
机构
[1] Univ N Carolina, William States Lee Coll Engn, Charlotte, NC 28223 USA
来源
SOUTHEASTCON 2022 | 2022年
关键词
Dijkstra's algorithm; path planning; node abstraction; automation; GPS; API;
D O I
10.1109/SoutheastCon48659.2022.9764058
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this work we consider a path planning problem for our university campus. In particular, we deploy a modified version of Dijkstra's algorithm to find the shortest path faster. By appropriately sampling points (nodes) throughout the campus, we develop a directed graph representation of our campus. Open Street Map (OSM) was used to obtain the GPS locations of these points. While this constructed graph has a large number of nodes, we use a node-abstraction method to compress the graph to ensure that the time complexity of our algorithm is sufficiently reduced. Simulation results report the computation time saved due to the abstraction method.
引用
收藏
页码:421 / 426
页数:6
相关论文
共 50 条
  • [11] Robotic Online Path Planning on Point Cloud
    Liu, Ming
    IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (05) : 1217 - 1228
  • [12] Enhanced Genetic Algorithm for Robotic Path Planning
    Wang, Yanping
    Wu, Bing
    PROCEEDINGS OF ANNUAL CONFERENCE OF CHINA INSTITUTE OF COMMUNICATIONS, 2010, : 149 - +
  • [13] Modular Robotic Design and Reconfiguring Path Planning
    Dai, Ye
    Xiang, Chao-Fang
    Liu, Zhao-Xu
    Li, Zhao-Long
    Qu, Wen-Yin
    Zhang, Qi-Hao
    APPLIED SCIENCES-BASEL, 2022, 12 (02):
  • [14] Robotic Fish Path Planning in Complex Environment
    Hou, Ningning
    Wang, Hai
    Yu, Ming
    Chen, Long
    Cao, Zhenwei
    Zheng, Jinchuan
    Man, Zhihong
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 4519 - 4524
  • [15] A Fast Calibration of Laser Vision Robotic Welding Systems Using Automatic Path Planning
    Yang, Peiwen
    Lei, Ting
    Wu, Chaoqun
    Zhao, Song
    Hu, Jiahao
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [16] Collaborative Optimization of Storage Location Assignment and Path Planning in Robotic Mobile Fulfillment Systems
    Cai, Jianming
    Li, Xiaokang
    Liang, Yue
    Ouyang, Shan
    SUSTAINABILITY, 2021, 13 (10)
  • [17] Addressing Real-Time Demands for Robotic Path Planning Systems: A Routing Protocol Approach
    Baziyad, Mohammed
    Saad, Mohamed
    Fareh, Raouf
    Rabie, Tamer
    Kamel, Ibrahim
    IEEE ACCESS, 2021, 9 : 38132 - 38143
  • [18] Application of Genetic Algorithm in optimal robotic path planning
    Xu, Sendren Shen-Dong
    Wu, Ya-Po
    Chang, Teng-Chang
    INNOVATION, COMMUNICATION AND ENGINEERING, 2014, : 325 - 328
  • [19] A Path Planning Method for Robotic Belt Surface Grinding
    Wang Wei
    Yun Chao
    CHINESE JOURNAL OF AERONAUTICS, 2011, 24 (04) : 520 - 526
  • [20] Optimization of layout and path planning of surgical robotic system
    Quoc Cuong Nguyen
    Youngjun Kim
    HyukDong Kwon
    International Journal of Control, Automation and Systems, 2017, 15 : 375 - 384