과제정보
본 성과물은 농촌진흥청 연구사업(세부과제번호: PJ017140022023)의 지원에 의해 이루어진 것임
참고문헌
- UN, "World Population Prospects 2022 Regional Summary of Results", 54, 2022.
- S. H. Cho, C. Y. Lee, H. J. Jeong, S. W. Kang and D. H. Lee, "Estimation of two-dimensional position of soybean crop for developing weeding robot", Journal of Drive and Control, Vol.20, No.2, 15-23, 2023. https://doi.org/10.7839/KSFC.2023.20.2.015
- J. K. Woo, I. S. Choi, Y. K. Kim, Y. Choi, D. K. Choi, H. S. Lee, J. T. Kim, Y. J. Park and D. J. Kim, "Design and Performance Evaluation of a Variable Control Type Fresh Corn Harvester", Journal of Drive and Control, Vol.20, No.2, 40-46, 2023. https://doi.org/10.7839/KSFC.2023.20.2.040
- Y. T. Kim, Y. H. Kim, S. M. Baek, Y. J. Kim, "Technology Trend on Autonomous Agricultural Machinery", Journal of Drive and Control Vol.19 No.1, 2022.
- W. S. Kim, W. S. Lee and Y. J. Kim, "A review of the applications of the internet of things (IoT) for agricultural automation", Journal of Biosystems Engineering, Vol.45, 385-400. 2020. https://doi.org/10.1007/s42853-020-00078-3
- W. S. Kim, D. H. Lee, Y. J. Kim, T. Kim, R. Y. Hwang, "Path detection for autonomous traveling in orchards using patch-based CNN", Computers and Electronics in Agriculture, Vol.175, 105620. 2020.
- J. Y. Kim, F. P. Vista IV, D. Y. Lim, and K. T. Chong, "Design and Development of a GPS Working Set based on ISOBUS Protocol for Agricultural Machinery in South Korea", IEIE Transactions on Smart Processing & Computing, Vol.10 No.4, 330-339. 2021. https://doi.org/10.5573/IEIESPC.2021.10.4.330
- S. Y. Baek, S. M. Baek, H. H. Jeon, J. H. Lee, W. S. Kim and Y. J. Kim, "Design Verification of an E-driving System of a 44 kW-class Electric Tractor using Agricultural Workload Data", Journal of Drive and Control, Vol.19, No.4, 36-45, 2022.
- S. M. Baek, W. S. Kim, S. Y. Baek, H. H. Jeon, D. H. Lee, H. K. Kim and Y. J. Kim, "Analysis of Engine Load Factor for a 78 kW Class Agricultural Tractor According to Agricultural Operations", Journal of Drive and Control, Vol.19, No.1, 16-25, 2022. https://doi.org/10.7839/KSFC.2022.19.1.016
- J. Wang, Y. Zhu, Z. Chen, L. Yang and C. Wu, "Auto-steering based precise coordination method for in-field multi-operation of farm machinery", International Journal of Agricultural and Biological Engineering, Vol.11, No.5, 174-181. 2018. https://doi.org/10.25165/j.ijabe.20181105.3827
- C. Zhang and N. Noguchi, "Development of a multi-robot tractor system for agriculture field work", Computers and Electronics in Agriculture, Vol.142, 79-90. 2017. https://doi.org/10.1016/j.compag.2017.08.017
- Y. Morio, Y. Hanada, Y. Sawada and K. Murakami, "Field scene recognition for self-localization of autonomous agricultural vehicle", Engineering in Agriculture, Environment and Food, Vol.12, No.3, 325-340. 2019. https://doi.org/10.1016/j.eaef.2019.03.001
- Z. Liu, Z. Lu, W. Zheng, W. Zhang and X. Cheng, "Design of obstacle avoidance controller for agricultural tractor based on ROS", International Journal of Agricultural and Biological Engineering, Vol.12, No.6, 58-65. 2019. https://doi.org/10.25165/j.ijabe.20191205.4907
- N. Noguchi, "Agricultural vehicle robot", Journal of Robotics and Mechatronics, Vol.30 No.2, 165-172. 2018. https://doi.org/10.20965/jrm.2018.p0165
- M. Kise, N. Noguchi, K. Ishii and H. Terao, "Development of the Agricultural Autonomous Tractor with an RTK-GPS and a Fog", IFAC Proceedings Volumes, Vol.34, No.19, 99-104. 2001. https://doi.org/10.1016/S1474-6670(17)33120-8
- T. Parsons, F. Hanafi Sheikhha, O. Ahmadi Khiyavi, J. Seo, W. Kim and S. Lee, "Optimal Path Generation with Obstacle Avoidance and Subfield Connection for an Autonomous Tractor", Agriculture, Vol.13, No.1, 56. 2022.
- D. Seo, J. H. Won, C. Yang, G. Kim, K. D. Kwon, K. C. Kim, Y. Hong and H. S. Ryu, "Development of Boundary Detection Methods Based on Images for Path Following of Autonomous Tractor", Journal of Korean Institute of Communications and Information Sciences, Vol.46, No.11, 2078-2087. 2021. https://doi.org/10.7840/kics.2021.46.11.2078
- S. Lim, M. Kim, D. Lee and M. Won, "Vision-based Farmland Boundary Detection Algorithm for Automation of an Agricultural Tractor", Journal of Institute of Control, Robotics and Systems, Vol.29, No.3, 208-216. 2023. https://doi.org/10.5302/J.ICROS.2023.22.0226
- G. M. Sharipov, A. Heiss, S. L. Eshkabilov, H. W. Griepentrog and D. S. Paraforos, " Variable rate application accuracy of a centrifugal disc spreader using ISO 11783 communication data and granule motion modeling", Computers and Electronics in Agriculture, Vol.182, 106006. 2021.
- G. M. Sharipov, A. Heiss, T. Bresilla, A. T. Nieuwenhuizen, J. Hemming, F. K. van Evert S. Baron, A. Benrais, I. Avgoustakis, N. Mylonas, S. Fountas, P. Vasilaros, P. Karagiannis, J. Vidal and and D. S. Paraforos, "Smart implements by leveraging ISOBUS: Development and evaluation of field applications", Smart Agricultural Technology, Vol.6, 100341. 2023.
- C. Lee, C. W. Jeon, X. Han, J. H. Kim and H. J. Kim, "Application of electrohydraulic proportional valve for steering improvement of an autonomous tractor", Journal of Biosystems Engineering, Vol.47, No.2, 167-180. 2022. https://doi.org/10.1007/s42853-022-00137-x
- J. H. Won, J. Jeon, Y. Hong, C. Yang, K. C. Kim, K. D. Kwon and G. Kim, "Study on Traveling Characteristics of Straight Automatic Steering Devices for Drivable Agricultural Machinery", Journal of Drive and Control, Vol.19, No.4, 19-28, 2022. https://doi.org/10.7839/KSFC.2022.19.4.019
- P. M. Blok, H. K. Suh, K. V. Boheemen, H. J. Kim and G. H. Kim, "Autonomous In-Row Navigation of an Orchard Robot with a 2D LIDAR Scanner and Particle Filter with a Laser-Beam Model", Journal of Institute of Control, Robotics and Systems, Vol.24, No.8, 726-735, 2018. https://doi.org/10.5302/J.ICROS.2018.0078
- J. Kim, K. K. Kwon and S. I. Lee, "Trends and applications on LiDAR sensor technology". Electronics and Telecommunications Trends, Vol.27, No.6, 134-143. 2012.
- SAE International, SAE-J3016, "Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles". Technical Report, 2021.
- Korea Standard Association (KSA), KS B 7951, "Levels of field operating automation of agricultural machinery", Korean Industrial Standards (KS). 2022.
- K. C. Nam, Y. J. Kim, H. J. Kim, C. W. Jeon and W. S. Kim, "A study on autonomy level classification for self-propelled agricultural machines", Korean Journal of Agricultural Science, Vol.48, No.3, 617-627. 2021. https://doi.org/10.7744/KJOAS.20210052
- J. H. Han, C. H. Park, Y. Y. Jang, J. D. Gu and C. Y. Kim, "Performance Evaluation of an Autonomously Driven Agricultural Vehicle in an Orchard Environment", Sensors, Vol.22, No.1, 114. 2022.
- Y. Nagasaka, N. Umeda, Y. Kanetai, K. Taniwaki and Y. Sasaki, "Autonomous guidance for rice transplanting using global positioning and gyroscopes", Computers and Electronics in Agriculture, Vol.43, No.3, 223-234. 2004. https://doi.org/10.1016/j.compag.2004.01.005
- O. C. Barawid Jr and N. Noguchi, "Automatic Steering System for Electronic Robot Vehicle", IFAC Proceedings Volumes, Vol.44, No.1, 2901-2906. 2011. https://doi.org/10.3182/20110828-6-IT-1002.03349
- R. Takai, L. Yang and N. Noguchi, "Development of Crawler-Type Robot Tractor Based on GNSS and IMU", IFAC Proceedings Volumes, Vol.46, No.4, 95-98. 2013. https://doi.org/10.3182/20130327-3-JP-3017.00024
- W. S. Kim, D. H. Lee, T. Kim, G. Kim, H. Kim, T. Sim and Y. J. Kim, "One-shot classification-based tilled soil region segmentation for boundary guidance in autonomous tillage", Computers and Electronics in Agriculture, Vol.189, 106371. 2021.
- L. Zhang and T. E. Grift "A LIDAR-based crop height measurement system for Miscanthus giganteus", Computers and Electronics in Agriculture, Vol.85, 70-76. 2012. https://doi.org/10.1016/j.compag.2012.04.001
- H. Mousazadeh, "A technical review on navigation systems of agricultural autonomous off-road vehicles", Computers and Electronics in Agriculture, Vol.50, 211-232. 2013. https://doi.org/10.1016/j.jterra.2013.03.004
- N. Stefas, H. Bayram and V. Isler, "Vision-based monitoring of orchards with UAVs.", Computers and Electronics in Agriculture, Vol.163, 104814. 2019.
- H. Kang and C. Chen, "Fast implementation of real-time fruit detection in apple orchards using deep learning", Computers and Electronics in Agriculture, Vol.168, 105108. 2020.
- T. Hizatate and N. Noguchi, "Work schedule optimization for electric agricultural robots in orchards". Computers and Electronics in Agriculture, Vol.210, 107889. 2023.
- M. O'Connor, T. Bell, G. Elkaim and Dr. B. Parkinson, "Automatic Steering of Farm Vehicles Using GPS", Proceedings of the Third International Conference on Precision Agriculture, 767-777. 1996.
- T. Kim, D. H. Lee, K. C. Kim, T. Choi and J. M. Yu, "Tomato Maturity Estimation Using Deep Neural Network", Applied Science, Vol.13, No.1, 412. 2023.
- J. Lu, J. Hu, G. Zhao, F. Mei and C. Zhang, "An in-field automatic wheat disease diagnosis system", Computers and Electronics in Agriculture, Vol.142, Part.A, 369-379. 2017. https://doi.org/10.1016/j.compag.2017.09.012
- F. Garibaldi-Marques, G. Flores, D. A. Mercado-Ravell, A. Ramirez-Pedraza and L. M. Valentin-Coronado, "Weed Classification from Natural Corn Field-Multi-Plant Images Based on Shallow and Deep Learning", Sensors, Vol.22, No.8. 2022.
- Y. Li, M. Iida, T. Suyama, M. Suguri and R. Masuda, "Implementation of deep-learning algorithm for obstacle detection and collision avoidance for robotic harvester", Computers and Electronics in Agriculture, Vol.174, 105499. 2020.
- K. Shojaei, "Intelligent coordinated control of an autonomous tractor-trailer and a combine harvester", European Journal of Control, Vol.59, 82-98. 2022. https://doi.org/10.1016/j.ejcon.2021.02.005
- K. Shojaei, "Coordinated Saturated Output-Feedback Control of an Autonomous Tractor-Trailer and a Combine Harvester in Crop-Harvesting Operation", IEEE Transactions on Vehicular Technology, Vol.71, No.2, 1224-1236, 2022. https://doi.org/10.1109/TVT.2021.3131632
- V. Bulgakov, A. Aboltins, S. Ivanovs, H. Beloev, V. Nadykto, Y. Ihnatiev and J. Olt, "Theory of Movement of Machine-Tractor Unit with Trailer Haulm Harvester Machine", Applied Sciences, Vol.12, No.8, 3901. 2022.
- International Organization for Standardization (ISO), "Tractors, Machinery for Agriculture and Forestry - Serial Control and Communications Data Network", Parts 1 to 12. 2019.
- D. S. Paraforos, G. M. Sharipov and H. W. Griepentrog, "ISO 11783-compatible industrial sensor and control systems and related research: A review", Computers and Electronics in Agriculture, Vol.163, 104863. 2017.
- AEF, "The AEF - Ag Industry's initiative in electronic standards implementation", 8. 2022.
- AEF, "Hand Fan ISOBUS in Functionalities", 23. 2015.
- D. S. Paraforos, C. Aube, L. Athanasakos, I. Avgoustakis, S. Baron, T. Bresilla, S. Fountas, J. Hemming, P. Karagiannis, N. Mylonas, A. T. Nieuwenhuizen, F. R. Garcia, T. Pavlenko, A. Scovill, G. M. Sharipov, J. Vidal and F. K. van Evert, "Connecting agricultural robots and smart implements by using ISO 11783 communication", IFAC-PapersOnLine, Vol.55, No.32, 200-205. 2022. https://doi.org/10.1016/j.ifacol.2022.11.139
- N. Iglesias, P. Bulacio and E. Tapia, "Enabling powerful GUIs in ISOBUS networks by transparent data compression", Computer Standards & Interfaces, Vol.36, No.5, 801-807. 2014. https://doi.org/10.1016/j.csi.2014.01.007
- P. Suomi and T. Oksanen, "Automatic working depth control for seed drill using ISO 11783 remote control messages", Computers and Electronics in Agriculture, Vol.116, 30-35. 2015. https://doi.org/10.1016/j.compag.2015.05.016
- J. Backman, T. Oksanen and A. Visala, "Applicability of the ISO 11783 network in a distributed combined guidance system for agricultural machines", Biosystems Engineering, Vol.114, No.3, 306-317. 2013. https://doi.org/10.1016/j.biosystemseng.2012.12.017
- A. AI-Mallahi, M. Natarajan and A. Shirzadifar, "Development of robust communication algorithm between machine vision and boom sprayer for spot application via ISO 11783", Smart Agricultural Technology, Vol.4, 100212. 2023.
- I. Polonen, A. Suokannas and A. Juntunen, "Cloud-Based Approach for Tracking and Monitoring of Hay Bales in Smart Agriculture", Technology Innovation Management Review, Vol.11, No.2, 17-23. 2021. https://doi.org/10.22215/timreview/1419
- C. J. Lee, C. Jeon, H. J. Kim, J. W. Ha and J. H. Kim, "Virtual Terminal Implementation for an ISO11783-based Auto-guided Tractor", Proceedings of the 2017 Fall Korean Society for Agricultural Machinery Conference, Gwangju, Korea, 111. 2017.
- C. J. Lee, H. J. Kim, J. W. Ha, B. J. Cho and D. S. Choi, "An ISOBUS-Networked Electronic Self-Leveling Controller for the Front-End Loader of an Agricultural Tractor", Applied Engineering in Agriculture, Vol.33, 757-767. 2017. https://doi.org/10.13031/aea.12315