In different weed distributions, the dynamic coverage algorithm for mechanical selective weeding robot

被引:1
|
作者
Wang, Yongshang [1 ]
Ye, Yukai [1 ]
Wu, Haoyu [1 ]
Tao, Keju [1 ]
Qian, Mengbo [1 ]
机构
[1] Zhejiang A&F Univ, Coll Opt & Mech Engn, Hangzhou 311300, Peoples R China
关键词
Weeding robots; Route planning; Dynamic coverage algorithm; Precision weeding; MANAGEMENT;
D O I
10.1016/j.compag.2024.109486
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
A weeding robot's working range and accuracy are vital indicators of the robot. Selective weeding robots can accurately weed and have higher control requirements. We designed the dynamic coverage algorithm for mechanical selective weeding robot in different weed distributions. The robot comprises a control, actuator, and mobile module. The actuator module includes a four-degree-of-freedom mechanical work device. It removes weeds under crops. The mechanical work device was resolved through the D-H matrix. It provided a reference for robot control and verified the feasibility of the mechanism by trajectory simulation. The dynamic coverage algorithm autonomously selects the best algorithm by the coverage of each area. The result shows the coverage path for different percentages of weeds. The dynamic coverage algorithm demonstrates good dynamic performance in different weed distributions. The result compares the dynamic coverage algorithm with the other three algorithms (BCD algorithm, Greedy algorithm, and Segmentation-based algorithm). Our algorithm reduces the average path of 10.9%, 16.5%, and 21.5%. Finally, we tested the robot in an indoor environment. It could successfully avoid the crop to complete the precise weeding work. The dynamic coverage algorithm offers a solution for selective weeding robots.
引用
收藏
页数:9
相关论文
共 4 条
  • [1] Optimized Offline-Coverage Path Planning Algorithm for Multi-Robot for Weeding in Paddy Fields
    Govindaraju, Murugaraj
    Fontanelli, Daniele
    Kumar, S. Selva
    Pillai, Anju S.
    IEEE ACCESS, 2023, 11 : 109868 - 109884
  • [2] Efficacy of Various Mechanical Weeding Methods-Single and in Combination-In Terms of Different Field Conditions and Weed Densities
    Naruhn, Georg-Peter
    Peteinatos, Gerassimos G.
    Butz, Andreas F.
    Moeller, Kurt
    Gerhards, Roland
    AGRONOMY-BASEL, 2021, 11 (10):
  • [3] Complete Coverage Path Planning of Mobile Robot Based on Dynamic Programming Algorithm
    Zhou, Peng
    Wang, Zhong-min
    Li, Zhen-nan
    Li, Yang
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [4] A Review on Indoor Human Aware Autonomous Mobile Robot Navigation Through a Dynamic Environment. Survey of different path planning algorithm and methods
    Pol, Rahul Shivaji
    Murugan, M.
    2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL INSTRUMENTATION AND CONTROL (ICIC), 2015, : 1339 - 1344