Research on the Control System of Strawberry Picking Robot Based on Halcon Vision and Multi-Axis Collaborative Control of Mitsubishi PLC

This paper designs a three-axis robotic arm system based on Halcon vision and Mitsubishi PLC to address the problems of low efficiency and high damage rate in agricultural picking. Millimeter-level fruit positioning was achieved through HSV color space conversion and morphological processing, and the coordinates were transmitted to FX3U PLC via the CC-LINK protocol; The position-speed-current three-loop closed-loop architecture was constructed using the FX3U-2PG module, and the linear interpolation algorithm was used to drive the coordinated movement of the X, Z, and C axes to solve the path planning problem; Thin-film sensors are used at the end to achieve PID control of clamping force. The experiment showed that the success rate of 300 picks was 96%, and the accuracy of 100 repeat positioning was 1.8mm. The system provides a high-precision solution for agricultural automation.

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Publication Details

Published
2025-06-06
DOI
https://doi.org/10.1109/dlcv65218.2025.11088524
Primary Topic
Smart Agriculture and AI
Type
article
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article

Research on the Control System of Strawberry Picking Robot Based on Halcon Vision and Multi-Axis Collaborative Control of Mitsubishi PLC

He Wang, Wenbo Qi, Jeremiah D. Deng, Tianyun Wang et al.
Smart Agriculture and AI
article

Research on the Control System of Strawberry Picking Robot Based on Halcon Vision and Multi-Axis Collaborative Control of Mitsubishi PLC

He Wang, Wenbo Qi, Jeremiah D. Deng, Tianyun Wang, Jiping Wang, Dong Xia
article en

Abstract

This paper designs a three-axis robotic arm system based on Halcon vision and Mitsubishi PLC to address the problems of low efficiency and high damage rate in agricultural picking. Millimeter-level fruit positioning was achieved through HSV color space conversion and morphological processing, and the coordinates were transmitted to FX3U PLC via the CC-LINK protocol; The position-speed-current three-loop closed-loop architecture was constructed using the FX3U-2PG module, and the linear interpolation algorithm was used to drive the coordinated movement of the X, Z, and C axes to solve the path planning problem; Thin-film sensors are used at the end to achieve PID control of clamping force. The experiment showed that the success rate of 300 picks was 96%, and the accuracy of 100 repeat positioning was 1.8mm. The system provides a high-precision solution for agricultural automation.

Nanjing University of Science and Technology (CN), Ningbo University of Finance & Economics (CN), China Telecom (China) (CN), Jiangsu Industry Technology Research Institute (CN), China Telecom (CN), Nanjing University of Science and Technology ZiJin College
Openalex Percentile: Top 85%
Smart Agriculture and AI
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Research on the Control System of Strawberry Picking Robot Based on Halcon Vision and Multi-Axis Collaborative Control of Mitsubishi PLC — He Wang, Wenbo Qi, et al. · (2025) | TGRS Research Map | TGRS