Smart Agriculture Research papers collection

🤖🌿 Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture

Authors: Georg Goldenits, Kevin Mallinger, Sebastian Raubitzek, Thomas Neubauer
Keywords: Automated harvesting; Crop management; Digital Twin; Greenhouse management; Irrigation management; Reinforcement learning; Sustainable agriculture
Date: July, 2024

🍓🌿 An Overview of Recent Advances in Greenhouse Strawberry Cultivation Using Deep Learning Techniques: A Review for Strawberry Practitioners

Authors: Jong-Won Yang, Hyun-Il Kim
Keywords: precision farming; machine vision; deep learning; precision agriculture
Date: December, 2023

🚜🌿 A vision-based road detection system for the navigation of an agricultural autonomous tractor

Authors: Sristi Saha, Tsuyoshi Morita, Noboru Noguchi
Keywords: image segmentation, sliding window algorithm, lateral error calculation, road edge detection, machine vision, precision agriculture
Date: November, 2023

🤖🌿 Motion-Control Strategy for a Heavy-Duty Transport Hexapod Robot on Rugged Agricultural Terrains

Authors: Kuo Yang, Xinhui Liu, Changyi Liu, Ziwei Wang
Keywords: agricultural robot; environmental adaptation; adaptive impedance control; unstructured terrain
Date: November, 2023

💡🌿 Design and Implementation of Internet of Things (IoT) Platform Targeted for Smallholder Farmers: From Nepal Perspective

Authors: Ritu Raj Lamsal, P. Karthikeyan, Pablo Otero, Alfonso Ariza
Keywords: Internet of Things (IoT); custom IoT architecture; smart agriculture; smallholder; sensor and actuators; grafting
Date: September, 2023

💡🌿 Enhancing Smart Agriculture by Implementing Digital Twins: A Comprehensive Review

Authors: Nikolaos Peladarinos, Dimitrios Piromalis, Vasileios Cheimaras, Efthymios Tserepas, Radu Adrian Munteanu, Panagiotis Papageorga
Keywords: digital twins; smart agriculture-farming; agriculture 4.0; digital twin model; precision farming; IoT; sensors; simulation; 3D augmented reality; virtual reality; cyber-physical systems
Date: August, 2023

🔒🌿 Cyber Security for Detecting Distributed Denial of Service Attacks in Agriculture 4.0: Deep Learning Model

Authors: Theyazn H. H. Aldhyani, Hasan Alkahtani
Keywords: deep leaning; Agriculture 4.0; food security; intrusion detection system; cybersecurity
Date: January, 2023

🤖🌿 Recent Advancements in Agriculture Robots: Benefits and Challenges

Authors: Chao Cheng, Jun Fu, Hang Su, Luquan Ren
Keywords: agriculture robot; complex environments; robot navigation; robot manipulation
Date: January, 2023

💡🌿 DeCASA in AgriVerse: Parallel Agriculture for Smart Villages in Metaverses

Authors: Xiujuan Wang, Mengzhen Kang, Hequan Sun, Philippe de Reffye, Fei-Yue Wang
Keywords: : Parallel Agriculture Management and Control; AgriVerse; Agriculture CPSS; ACP; DAO-Based Platform; Precision Agriculture
Date: December, 2022

🚜🌿 A Vision-based Navigation System for an Agricultural Autonomous Tractor

Authors: Sristi Saha, Tsuyoshi Morita, Noboru Noguchi, Ricardo Ospina
Keywords: image segmentation, sliding window algorithm, lateral error, robot navigation, robot vision, road edge detection, precision agriculture
Date: November, 2022

🔒🌿 A Review on Security of Smart Farming and Precision Agriculture: Security Aspects, Attacks, Threats and Countermeasures

Authors: Abbas Yazdinejad, Behrouz Zolfaghari, Amin Azmoodeh, Ali Dehghantanha, Hadis Karimipour, Evan Fraser, Arthur G. Green, Conor Russell, Emily Duncan
Keywords: smart farming; precision agriculture; cyber-threats; advanced persistent threats; cyber-kill chain; security threats
Date: August, 2021

🦾🌿 Design and performance of a robotic arm for farm use

Authors: Ali Roshanianfard, Noboru Noguchi, Tatsuki Kamata
Keywords: agricultural robot, robotic arm, harvesting, modeling, simulation, design
Date: January, 2019