[PDF][PDF] RBF network based motion trajectory optimization for robot used in agricultural activities

Y Sun, Z Pan - Emirates Journal of Food and Agriculture, 2018 - pdfs.semanticscholar.org
At present, the efficiency of the method to track and predict motion trajectory of fruit and
vegetable picking robot was low and the realization process was complex. Therefore, a …

Research on the agricultural machinery path tracking method based on deep reinforcement learning

H Li, F Gao, GC Zuo - Scientific Programming, 2022 - Wiley Online Library
With the rapid development of information technology, industry and service industries have
achieved rapid development in recent years. Then, looking at the development of …

Artificial intelligence in agricultural picking robot displacement trajectory tracking control algorithm

Z Wu, H Du - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
With the development and leap of artificial intelligence technology, more and more robots
have penetrated into all walks of life. Today's agriculture is changing in the direction of …

Recognition of Agricultural Machinery Operation Trajectory Based on BP_Adaboost

Y Li, W Fu, X Jia, B Zhao, R Su, M Xu… - Advances in Modern …, 2022 - aber.apacsci.com
The movement track of agricultural machinery includes not only the field operation track but
also the road driving track. Effectively distinguish the operation tracks of field operation and …

Orchard Robot Motion Planning Algorithm Based on Improved Bidirectional RRT

LIU Hui, Z Shiyi, D Yunpeng, JIA Weidong… - Nongye Jixie Xuebao …, 2022 - nyjxxb.net
In order to improve the autonomy, safety and efficiency of agricultural robots in orchards,
effective and reasonable motion planning methods are essential. Aiming at the problems of …

Global path planning of kiwifruit harvesting robot based on improved RRT algorithm

CUI Yongjie, W Yinchu, HE Zhi, CAO Dandan… - Nongye Jixie Xuebao …, 2022 - nyjxxb.net
In order to improve the navigation efficiency of the kiwifruit harvesting robot, the rapidly
expanding random tree (Rapidly-exploring random trees, RRT) algorithm was researched …

Real-time path planning of greenhouse robot based on directional A* algorithm

Z Wen, LIU Yong, Z Chaofan, Z Long… - Nongye Jixie Xuebao …, 2017 - nyjxxb.net
Because of the existing problems in path planning of greenhouse robot under complex
environment, a directional A* algorithm was proposed. This method was focused on the …

Fruit Picking Robot Arm Training Solution Based on Reinforcement Learning in Digital Twin

X Tian, B Pan, L Bai, G Wang… - Journal of ICT …, 2023 - ieeexplore.ieee.org
In the era of Industry 4.0, digital agriculture is developing very rapidly and has achieved
considerable results. Nowadays, digital agriculture-based research is more focused on the …

System design of picking robot based on computer vision

F Yang - … Conference on Intelligent Computing, Automation and …, 2021 - ieeexplore.ieee.org
Picking robots are widely used in the harvesting of various agricultural products, which can
significantly reduce the labor cost in agricultural production and solve the problem of labor …

Robot motion planning based on improved RRT algorithm and RBF neural network sliding

M Cao, X Zhou, Y Ju - IEEE Access, 2023 - ieeexplore.ieee.org
Aiming to address the limitations of the traditional rapidly-exploring random tree (RRT)
algorithm in robotic arm path planning, such as high randomness, slow planning speed, non …