Passive localization of a forklift based on a template matching position tracking algorithm

被引:0
|
作者
Zahir, Ebad [1 ]
Parnichkun, Manukid [1 ]
机构
[1] Asian Inst Technol, Sch Engn & Technol, Dept Ind Syst Engn, Mechatron, Khlong Nueng, Thailand
来源
关键词
Forklift localization; position tracking; template matching; neural network;
D O I
10.1177/17298806241285731
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The presented research investigates the accuracy of a localization algorithm using lidar (NAV-350) pose data in a GPS denied environment. A template matching solution is presented using the corners of the workspace area as markers. Results are also compared against the lidar NAV-350's own software solution which are based on average reflector distance. The presented algorithm has shown to have a higher accuracy in most cases. Data is analyzed for approximately 100 different locations in a workspace of 8.9 m by 10.7 m using an industry standard forklift with a base dimension of 1 m x 1.3 m. This paper shows how the algorithm can successfully determine the x, y coordinates and heading angle of the forklift in real time.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Robust shape-based template matching algorithm for target localization under SEM
    Shen, Jianghu
    Wu, Xiaojun
    Wang, Xinhuan
    Liang, Guoyuan
    OPTICS EXPRESS, 2023, 31 (20) : 32652 - 32668
  • [22] Sequential matching algorithm of position prediction for satellite tracking
    Cen, Ming
    Fu, Cheng-Yu
    Zhong, Dai-Jun
    Liu, Xing-Fa
    Guangdian Gongcheng/Opto-Electronic Engineering, 2006, 33 (01): : 24 - 27
  • [23] A Template Matching Acceleration Algorithm Based on Cuda
    Shao, Zhanjian
    Sheng, Qinghua
    Li, Zhu
    TENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2018), 2018, 10806
  • [24] Template Matching Algorithm Based on Gradient Search
    Xia Jun-bo
    2014 INTERNATIONAL CONFERENCE ON MECHATRONICS AND CONTROL (ICMC), 2014, : 1472 - 1475
  • [25] Template Matching Based on an improved PSO Algorithm
    Liu, Xiaoxiang
    Zhang, Wenchuan
    Jiang, Weigang
    Xie, Jianwen
    IITAW: 2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATIONS WORKSHOPS, 2009, : 292 - +
  • [26] Target recognition algorithm based on template matching
    You, Lin
    Xiu, Chun-Bo
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2011, 42 (SUPPL. 1): : 737 - 740
  • [27] Image registration algorithm based on template matching
    School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China
    不详
    Hsi An Chiao Tung Ta Hsueh, 2007, 3 (307-311):
  • [28] Template Matching Tracking Method Based on Target Decomposition
    Xiu, Chunbo
    Li, Hongjie
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 3616 - 3619
  • [29] License Plate Tracking Based on Template Matching Technique
    Pinthong, Thidarat
    Yimyam, Worawut
    Chumuang, Narumol
    Ketcham, Mahasak
    2018 18TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2018, : 299 - 303
  • [30] Video Tracking Based on Template Matching and Particle Filter
    Lin, Shinfeng D.
    Chen, Ting-Yi
    2018 11TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2018), 2018,