Row detection BASED navigation and guidance for agricultural robots and autonomous vehicles in row-crop fields: methods and applications

J Shi, Y Bai, Z Diao, J Zhou, X Yao, B Zhang - Agronomy, 2023 - mdpi.com
Crop row detection is one of the foundational and pivotal technologies of agricultural robots
and autonomous vehicles for navigation, guidance, path planning, and automated farming in …

Modelling and control methods in path tracking control for autonomous agricultural vehicles: A review of state of the art and challenges

Q Wang, J He, C Lu, C Wang, H Lin, H Yang, H Li… - Applied Sciences, 2023 - mdpi.com
This paper provides a review of path-tracking strategies used in autonomous agricultural
vehicles, mainly from two aspects: vehicle model construction and the development and …

Agronav: Autonomous navigation framework for agricultural robots and vehicles using semantic segmentation and semantic line detection

SK Panda, Y Lee, MK Jawed - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
The successful implementation of vision-based navigation in agricultural fields hinges upon
two critical components: 1) the accurate identification of key components within the scene …

Human-centered approach for an efficient cucumber harvesting robot system: Harvest ordering, visual servoing, and end-effector

Y Park, J Seol, J Pak, Y Jo, C Kim, HI Son - Computers and Electronics in …, 2023 - Elsevier
This paper presents a human-centered approach for an efficient cucumber-harvesting robot
system. Specifically, harvest ordering, visual servoing, and end-effector-based manipulation …

Navigation line extraction algorithm for corn spraying robot based on improved YOLOv8s network

Z Diao, P Guo, B Zhang, D Zhang, J Yan, Z He… - … and Electronics in …, 2023 - Elsevier
Aiming at the shortcomings of the existing navigation line extraction algorithm for corn
spraying robot in complex farmland environment, such as poor extraction effect and poor …

Design and experiment of an adaptive cruise weeding robot for paddy fields based on improved YOLOv5

J Ju, G Chen, Z Lv, M Zhao, L Sun, Z Wang… - … and Electronics in …, 2024 - Elsevier
Weed control in paddy fields is a critical agronomic practice for enhancing rice yield, in
which mechanical weed control is widely used due to its high weed control rate and …

Multi-Crop Navigation Line Extraction Based on Improved YOLO-v8 and Threshold-DBSCAN under Complex Agricultural Environments

J Shi, Y Bai, J Zhou, B Zhang - Agriculture, 2023 - mdpi.com
Field crops are usually planted in rows, and accurate identification and extraction of crop
row centerline is the key to realize autonomous navigation and safe operation of agricultural …

Integrated positioning system of kiwifruit orchard mobile robot based on uwb/lidar/odom

L Jia, Y Wang, L Ma, Z He, Z Li, Y Cui - Sensors, 2023 - mdpi.com
To address the issue of low positioning accuracy of mobile robots in trellis kiwifruit orchards
with weak signal environments, this study investigated an outdoor integrated positioning …

Improved dynamic windows approach based on energy consumption management and fuzzy logic control for local path planning of mobile robots

M Yao, H Deng, X Feng, P Li, Y Li, H Liu - Computers & Industrial …, 2024 - Elsevier
The path planning and obstacles avoidance in dynamic environments are vitally important
problems for auto-navigation of mobile robots. Generally, the dynamic windows approach is …

Robotic arms in precision agriculture: A comprehensive review of the technologies, applications, challenges, and future prospects

T Jin, X Han - Computers and Electronics in Agriculture, 2024 - Elsevier
In precision agriculture, robotic arms exhibit significant technical advantages, such as
enhancing operational precision and efficiency, reducing labor costs, and supporting …