An Autonomous Navigation Framework for Holonomic Mobile Robots in Confined Agricultural Environments

K Tsiakas, A Papadimitriou, EM Pechlivani… - Robotics, 2023 - mdpi.com
Due to the accelerated growth of the world's population, food security and sustainable
agricultural practices have become essential. The incorporation of Artificial Intelligence (AI) …

Autonomous navigation with open software platform for field robots

MA Post, A Bianco, XT Yan - … in Control, Automation and Robotics: 14th …, 2020 - Springer
In this chapter, we present an autonomous monitoring robot platform for agricultural farms
and fields that is built using low-cost off-the-shelf hardware and open source software so as …

Augmented perception for agricultural robots navigation

F Rovira-Más, V Saiz-Rubio… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Producing food in a sustainable way is becoming very challenging today due to the lack of
skilled labor, the unaffordable costs of labor when available, and the limited returns for …

A novel perception and semantic mapping method for robot autonomy in orchards

Y Pan, K Hu, H Cao, H Kang, X Wang - Computers and Electronics in …, 2024 - Elsevier
Agricultural robots must navigate challenging dynamic and semi-structured environments.
Recently, environmental modelling using LiDAR-based SLAM has shown promise in …

Vision-based vineyard navigation solution with automatic annotation

E Liu, J Monica, K Gold… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Autonomous navigation is crucial for achieving the full automation of agricultural research
and production management using agricultural robots. In this paper, we present a vision …

Structured ecological cultivation with autonomous robots in agriculture: Toward a fully autonomous robotic indoor farming system

M Car, BA Ferreira, J Vuletic… - IEEE Robotics & …, 2023 - ieeexplore.ieee.org
To support the hypothesis that embracing robotics has the potential to address farming
challenges and, at the same time, replace large and complex farm machinery, this article …

Towards autonomous visual navigation in arable fields

A Ahmadi, M Halstead, C McCool - 2022 IEEE/RSJ International …, 2022 - ieeexplore.ieee.org
Autonomous navigation of a robot in agricultural fields is essential for every task from crop
monitoring to weed management and fertilizer application. Many current approaches rely on …

Building an aerial–ground robotics system for precision farming: an adaptable solution

A Pretto, S Aravecchia, W Burgard… - IEEE Robotics & …, 2020 - ieeexplore.ieee.org
The application of autonomous robots in agriculture is gaining increasing popularity thanks
to the high impact it may have on food security, sustainability, resource-use efficiency …

Cropnav: a framework for autonomous navigation in real farms

MV Gasparino, VAH Higuti… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Small robots that can operate under the plant canopy can enable new possibilities in
agriculture. However, unlike larger autonomous tractors, autonomous navigation for such …

3D semantic mapping in greenhouses for agricultural mobile robots with robust object recognition using robots' trajectory

S Matsuzaki, H Masuzawa, J Miura… - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
This paper describes a method of building a semantic map of a greenhouse for a robot path
planning. Existing mapping methods only consider whether there are obstacles in a certain …