[HTML][HTML] Towards autonomous map** 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 map** in agriculture. Unlike previous reviews, we describe state-of …

A survey on robot semantic navigation systems for indoor environments

R Alqobali, M Alshmrani, R Alnasser, A Rashidi… - Applied Sciences, 2023 - mdpi.com
Robot autonomous navigation has become a vital area in the industrial development of
minimizing labor-intensive tasks. Most of the recently developed robot navigation systems …

[HTML][HTML] Generative adversarial super-resolution at the edge with knowledge distillation

S Angarano, F Salvetti, M Martini… - Engineering Applications of …, 2023 - Elsevier
Abstract Single-Image Super-Resolution can support robotic tasks in environments where a
reliable visual stream is required to monitor the mission, handle teleoperation or study …

Position-agnostic autonomous navigation in vineyards with deep reinforcement learning

M Martini, S Cerrato, F Salvetti… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Precision agriculture is rapidly attracting research to efficiently introduce automation and
robotics solutions to support agricultural activities. Robotic navigation in vineyards and …

Curve-aware model predictive control (C-MPC) trajectory tracking for automated guided vehicle (AGV) over on-road, in-door, and agricultural-land

S Manikandan, G Kaliyaperumal, S Hakak… - Sustainability, 2022 - mdpi.com
Navigating the AGV over the curve path is a difficult problem in all types of navigation
(landmark, behavior, vision, and GPS). A single path tracking algorithm is required to …

Sensing and automation technologies for ornamental nursery crop production: current status and future prospects

MS Mahmud, A Zahid, AK Das - Sensors, 2023 - mdpi.com
The ornamental crop industry is an important contributor to the economy in the United
States. The industry has been facing challenges due to continuously increasing labor and …

A review of the large-scale application of autonomous mobility of agricultural platform

X Ren, B Huang, H Yin - Computers and Electronics in Agriculture, 2023 - Elsevier
With the gradual disappearance of the demographic dividend and the labor shortage
brought by the aging population, it is necessary and urgent to achieve a high degree of …

Magro dataset: A dataset for simultaneous localization and map** in agricultural environments

M Marzoa Tanco, G Trinidad Barnech… - … Journal of Robotics …, 2024 - journals.sagepub.com
The agricultural industry is being transformed, thanks to recent innovations in computer
vision and deep learning. However, the lack of specific datasets collected in natural …

A deep learning driven algorithmic pipeline for autonomous navigation in row-based crops

S Cerrato, V Mazzia, F Salvetti, M Martini… - IEEE …, 2024 - ieeexplore.ieee.org
Expensive sensors and inefficient algorithmic pipelines significantly affect the overall cost of
autonomous machines. However, affordable robotic solutions are essential to practical …

Bacterial-fungicidal vine disease detection with proximal aerial images

DE Székely, D Dobra, AE Dobre, V Domşa… - Heliyon, 2024 - cell.com
Vine disease detection is considered one of the most crucial components in precision
viticulture. It serves as an input for several further modules, including map**, automatic …