Kinematic Analysis and Control Study of a 3-DOF Harvesting Robot

Jinghao Hu
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Abstract

In this paper, a three-degree-of-freedom harvesting robot is proposed and its feasibility for harvesting fruit from shorter plants is verified, although agricultural robots are widely used in various agricultural production activities, there is a lack of adequate analysis in this field. The kinematic analysis is carried out and the kinematic parameters and trajectory equations of the manipulator are determined. A control method of the manipulator’s arm based on fuzzy neural network control is proposed, and its feasibility is verified by Matlab through working range analysis and error test. Our goal is to improve the efficiency, convenience, and cost-effectiveness of harvesting dwarf crops by studying this small harvesting robot.
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3-DOF 收割机器人的运动学分析和控制研究
本文提出了一种三自由度收割机器人,并验证了其从较矮植物上收割果实的可行性。虽然农业机器人被广泛应用于各种农业生产活动,但在这一领域却缺乏充分的分析。通过运动学分析,确定了机械手的运动学参数和轨迹方程。提出了一种基于模糊神经网络控制的机械臂控制方法,并用 Matlab 通过工作范围分析和误差测试验证了其可行性。我们的目标是通过研究这种小型收割机器人,提高收割矮小作物的效率、便利性和成本效益。
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