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 …
vehicles, mainly from two aspects: vehicle model construction and the development and …
Applications of Autonomous Navigation Technologies for Unmanned Agricultural Tractors: A Review
J Qu, Z Zhang, Z Qin, K Guo, D Li - Machines, 2024 - mdpi.com
The development of unmanned agricultural tractors (UAT) represents a significant step
towards intelligent agricultural equipment. UAT technology is expected to lighten the …
towards intelligent agricultural equipment. UAT technology is expected to lighten the …
[HTML][HTML] A kalman filter implementation for precision improvement in low-cost GPS positioning of tractors
J Gomez-Gil, R Ruiz-Gonzalez, S Alonso-Garcia… - Sensors, 2013 - mdpi.com
Low-cost GPS receivers provide geodetic positioning information using the NMEA protocol,
usually with eight digits for latitude and nine digits for longitude. When these geodetic …
usually with eight digits for latitude and nine digits for longitude. When these geodetic …
Merge fuzzy visual servoing and GPS-based planning to obtain a proper navigation behavior for a small crop-inspection robot
The concept of precision agriculture, which proposes farming management adapted to crop
variability, has emerged in recent years. To effectively implement precision agriculture, data …
variability, has emerged in recent years. To effectively implement precision agriculture, data …
Performance evaluation of an autonomously driven agricultural vehicle in an orchard environment
J Han, C Park, YY Jang, JD Gu, CY Kim - Sensors, 2021 - mdpi.com
To address the problems of inefficient agricultural production and labor shortages, there has
been active research to develop autonomously driven agricultural machines, using …
been active research to develop autonomously driven agricultural machines, using …
[HTML][HTML] Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector …
FJ Gomez-Gil, V Martínez-Martínez… - … and Electronics in …, 2024 - Elsevier
Monitoring the status of rotating components is important in modern machinery. The goal of
this study is to evaluate the feasibility of using a k-Nearest Neighbors (kNN) classifier …
this study is to evaluate the feasibility of using a k-Nearest Neighbors (kNN) classifier …
Semi-automatic guidance vs. manual guidance in agriculture: a comparison of work performance in wheat sowing
A Scarfone, R Picchio, A del Giudice, F Latterini… - Electronics, 2021 - mdpi.com
The use of digital systems in precision agriculture is becoming more and more attractive for
farmers at every level. A few years ago, the use of these technologies was limited to large …
farmers at every level. A few years ago, the use of these technologies was limited to large …
Design of a Remote-controlled and GPS-guided Autonomous Robot for Precision Farming
Determining variations in fields is important for precision farming applications. Precision
farming is used to determine, analyse, and manage factors such as temporal and spatial …
farming is used to determine, analyse, and manage factors such as temporal and spatial …
Accurate vehicle position estimation using a Kalman filter and neural network-based approach
S Baek, C Liu, P Watta… - 2017 IEEE Symposium …, 2017 - ieeexplore.ieee.org
Accurate detection of vehicle position plays an important role in many intelligent
transportation systems, especially vehicle-to-vehicle applications. In this paper, we propose …
transportation systems, especially vehicle-to-vehicle applications. In this paper, we propose …
Operating performance of manual, semi-automatic, and automatic tractor guidance systems for precision farming.
Precision agriculture is increasingly relying on tractor auto-steer systems to boost
productivity and optimize crop inputs. Identifying field variations and performance, on the …
productivity and optimize crop inputs. Identifying field variations and performance, on the …