Recent developments and applications of simultaneous localization and mapping in agriculture

H Ding, B Zhang, J Zhou, Y Yan, G Tian… - Journal of field …, 2022 - Wiley Online Library
Abstract Simultaneous Localization and Mapping (SLAM) is a process to use multiple
sensors to position an unmanned mobile vehicle without previous knowledge of the …

[HTML][HTML] Towards autonomous mapping in agriculture: A review of supportive technologies for ground robotics

DT Fasiolo, L Scalera, E Maset, A Gasparetto - Robotics and Autonomous …, 2023 - Elsevier
This paper surveys the supportive technologies currently available for ground mobile robots
used for autonomous mapping in agriculture. Unlike previous reviews, we describe state-of …

Agricultural robots for field operations. Part 2: Operations and systems

A Bechar, C Vigneault - Biosystems engineering, 2017 - Elsevier
This part of our review of the research, developments and innovation in agricultural robots
for field operations, focuses on characteristics, performance measures, agricultural tasks …

Review of wheeled mobile robots' navigation problems and application prospects in agriculture

X Gao, J Li, L Fan, Q Zhou, K Yin, J Wang, C Song… - Ieee …, 2018 - ieeexplore.ieee.org
Robot navigation in the environment with obstacles is still a challenging problem. In this
paper, the navigation problems with wheeled mobile robots (WMRs) are reviewed, the …

Robot navigation in orchards with localization based on Particle filter and Kalman filter

PM Blok, K van Boheemen, FK van Evert… - … and electronics in …, 2019 - Elsevier
Fruit production in orchards currently relies on high labor inputs. Concerns arising from the
increasing labor cost and shortage of labor can be mitigated by the availability of an …

Under canopy light detection and ranging‐based autonomous navigation

VAH Higuti, AEB Velasquez… - Journal of Field …, 2019 - Wiley Online Library
This paper describes a light detection and ranging (LiDAR)‐based autonomous navigation
system for an ultralightweight ground robot in agricultural fields. The system is designed for …

Development of a combined orchard harvesting robot navigation system

W Mao, H Liu, W Hao, F Yang, Z Liu - Remote Sensing, 2022 - mdpi.com
Our research concerned the development of an autonomous robotic navigation system for
orchard harvesting with a dual master-slave mode, the autonomous navigation tractor …

Multi-feature fusion tree trunk detection and orchard mobile robot localization using camera/ultrasonic sensors

X Chen, B Zhang, L Luo - Computers and Electronics in Agriculture, 2018 - Elsevier
In a semi-structured orange orchard, multi-tree trunk detection is an effective method for
mobile robot localization. However, because of the complex background of the natural …

Research on virtual Ackerman steering model based navigation system for tracked vehicles

L Zhang, R Zhang, L Li, CC Ding, D Zhang… - … and Electronics in …, 2022 - Elsevier
A state feedback navigation control system based on a virtual Ackerman steering model is
proposed in this study to address the problems of the poor smoothness of steering control …

Three-dimensional localization and mapping of multiagricultural scenes via hierarchically-coupled LiDAR-inertial odometry

Y Hong, R Ma, C Li, C Shao, J Huang, Y Zeng… - … and Electronics in …, 2024 - Elsevier
Accurate situational awareness is crucial for various agricultural tasks and serves as a
foundation for autonomous agricultural robots. Simultaneous localization and mapping …