Vision-based navigation and guidance for agricultural autonomous vehicles and robots: A review

Y Bai, B Zhang, N Xu, J Zhou, J Shi, Z Diao - Computers and Electronics in …, 2023 - Elsevier
Autonomous navigation of agricultural robots and vehicles in agricultural environments is a
prerequisite for the accomplishment of various tasks. However, precision navigation of …

Empowering things with intelligence: a survey of the progress, challenges, and opportunities in artificial intelligence of things

J Zhang, D Tao - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In the Internet-of-Things (IoT) era, billions of sensors and devices collect and process data
from the environment, transmit them to cloud centers, and receive feedback via the Internet …

[HTML][HTML] Decision support systems for agriculture 4.0: Survey and challenges

Z Zhai, JF Martínez, V Beltran, NL Martínez - Computers and Electronics in …, 2020 - Elsevier
Undoubtedly, high demands for food from the world-wide growing population are impacting
the environment and putting many pressures on agricultural productivity. Agriculture 4.0, as …

AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture

J Su, X Zhu, S Li, WH Chen - Neurocomputing, 2023 - Elsevier
Precision Agriculture (PA) promises to boost crop productivity while reducing agricultural
costs and environmental footprints, and therefore is attracting ever-increasing interests in …

Unmanned aerial vehicles in agriculture: A review of perspective of platform, control, and applications

J Kim, S Kim, C Ju, HI Son - Ieee Access, 2019 - ieeexplore.ieee.org
For agricultural applications, regularized smart-farming solutions are being considered,
including the use of unmanned aerial vehicles (UAVs). The UAVs combine information and …

A review of applications and communication technologies for internet of things (Iot) and unmanned aerial vehicle (uav) based sustainable smart farming

N Islam, MM Rashid, F Pasandideh, B Ray, S Moore… - Sustainability, 2021 - mdpi.com
To reach the goal of sustainable agriculture, smart farming is taking advantage of the
Unmanned Aerial Vehicles (UAVs) and Internet of Things (IoT) paradigm. These smart farms …

An overview of cooperative robotics in agriculture

C Lytridis, VG Kaburlasos, T Pachidis, M Manios… - Agronomy, 2021 - mdpi.com
Agricultural robotics has been a popular subject in recent years from an academic as well as
a commercial point of view. This is because agricultural robotics addresses critical issues …

Recent advancements in agriculture robots: Benefits and challenges

C Cheng, J Fu, H Su, L Ren - Machines, 2023 - mdpi.com
In the development of digital agriculture, agricultural robots play a unique role and confer
numerous advantages in farming production. From the invention of the first industrial robots …

Machine learning-based approaches for predicting SPAD values of maize using multi-spectral images

Y Guo, S Chen, X Li, M Cunha, S Jayavelu… - Remote sensing, 2022 - mdpi.com
Precisely monitoring the growth condition and nutritional status of maize is crucial for
optimizing agronomic management and improving agricultural production. Multi-spectral …

Cellular UAV-to-X communications: Design and optimization for multi-UAV networks

S Zhang, H Zhang, B Di, L Song - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we consider a single-cell cellular network with a number of cellular users
(CUs) and unmanned aerial vehicles (UAVs), in which multiple UAVs upload their collected …