Agricultural Autonomous Robotic Platform Motion Control
A model of the movement of a robotic platform adapted to the conditions of an industrial orchard is proposed. (Research purpose) Development of a motion control system for an autonomous robotic wheeled platform based on inertial and satellite navigation and traversed path calculation, which will all...
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| Format: | Article |
| Language: | Russian |
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Federal Scientific Agroengineering Centre VIM
2023-04-01
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| Series: | Сельскохозяйственные машины и технологии |
| Subjects: | |
| Online Access: | https://www.vimsmit.com/jour/article/view/503 |
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| author | D. O. Khort A. I. Kutyrev I. G. Smirnov G. V. Moiseev V. I. Soloviev |
| author_facet | D. O. Khort A. I. Kutyrev I. G. Smirnov G. V. Moiseev V. I. Soloviev |
| author_sort | D. O. Khort |
| collection | DOAJ |
| description | A model of the movement of a robotic platform adapted to the conditions of an industrial orchard is proposed. (Research purpose) Development of a motion control system for an autonomous robotic wheeled platform based on inertial and satellite navigation and traversed path calculation, which will allow it to move in an apple orchard and automatically perform various technological operations, such as fertilization, growth diseases control of, fruit harvesting. (Materials and methods) A mathematical model was developed to control the movement of a robotic platform, taking into account the turning radii of three types, the length of the arc of the performed circle, the speed of movement in the garden plantation rows using a garden electronic map. The method used allows implementing a program for the robotic platform automatic movement around a typical orchard using a minimum set of sensors, significantly reducing the load on the onboard computer processor and memory. Software, developed in the Python programming language, enables plotting the robotic platform route, displaying the movement trajectory, and indicating the positioning accuracy at each point in relation to the trees in the garden plantation rows, the movement speed and the wheel rotation angle. (Results and discussion) The robotic platform managed to autonomously pass the preset routes, while the interaction of the software and the robotic platform hardware was provided. A field testing of the developed software was performed. (Conclusions) The specified accuracy of the robotic platform positioning was confirmed for the 3.5-meter aisles of intensive orchards. The maximum deviation from the task map using satellite and inertial navigation system was 164 millimeters, which complies with the agrotechnical requirements for mechanized fruit harvesting. |
| format | Article |
| id | doaj-art-d669aa9d70da4267ba62e8b6ccca127c |
| institution | Kabale University |
| issn | 2073-7599 |
| language | Russian |
| publishDate | 2023-04-01 |
| publisher | Federal Scientific Agroengineering Centre VIM |
| record_format | Article |
| series | Сельскохозяйственные машины и технологии |
| spelling | doaj-art-d669aa9d70da4267ba62e8b6ccca127c2025-08-20T03:42:41ZrusFederal Scientific Agroengineering Centre VIMСельскохозяйственные машины и технологии2073-75992023-04-01171253410.22314/2073-7599-2023-17-1-25-34459Agricultural Autonomous Robotic Platform Motion ControlD. O. Khort0A. I. Kutyrev1I. G. Smirnov2G. V. Moiseev3V. I. Soloviev4Federal Scientific Agroengineering Center VIMFederal Scientific Agroengineering Center VIMFederal Scientific Agroengineering Center VIMFinancial University under the Government of the Russian FederationCIARS lLC, Moscow; Moscow Technical University of Communications and InformaticsA model of the movement of a robotic platform adapted to the conditions of an industrial orchard is proposed. (Research purpose) Development of a motion control system for an autonomous robotic wheeled platform based on inertial and satellite navigation and traversed path calculation, which will allow it to move in an apple orchard and automatically perform various technological operations, such as fertilization, growth diseases control of, fruit harvesting. (Materials and methods) A mathematical model was developed to control the movement of a robotic platform, taking into account the turning radii of three types, the length of the arc of the performed circle, the speed of movement in the garden plantation rows using a garden electronic map. The method used allows implementing a program for the robotic platform automatic movement around a typical orchard using a minimum set of sensors, significantly reducing the load on the onboard computer processor and memory. Software, developed in the Python programming language, enables plotting the robotic platform route, displaying the movement trajectory, and indicating the positioning accuracy at each point in relation to the trees in the garden plantation rows, the movement speed and the wheel rotation angle. (Results and discussion) The robotic platform managed to autonomously pass the preset routes, while the interaction of the software and the robotic platform hardware was provided. A field testing of the developed software was performed. (Conclusions) The specified accuracy of the robotic platform positioning was confirmed for the 3.5-meter aisles of intensive orchards. The maximum deviation from the task map using satellite and inertial navigation system was 164 millimeters, which complies with the agrotechnical requirements for mechanized fruit harvesting.https://www.vimsmit.com/jour/article/view/503gardening automation, robotic platform, robotic platform motion control, route setting, control algorithm, autonomous navigation in gardens |
| spellingShingle | D. O. Khort A. I. Kutyrev I. G. Smirnov G. V. Moiseev V. I. Soloviev Agricultural Autonomous Robotic Platform Motion Control Сельскохозяйственные машины и технологии gardening automation, robotic platform, robotic platform motion control, route setting, control algorithm, autonomous navigation in gardens |
| title | Agricultural Autonomous Robotic Platform Motion Control |
| title_full | Agricultural Autonomous Robotic Platform Motion Control |
| title_fullStr | Agricultural Autonomous Robotic Platform Motion Control |
| title_full_unstemmed | Agricultural Autonomous Robotic Platform Motion Control |
| title_short | Agricultural Autonomous Robotic Platform Motion Control |
| title_sort | agricultural autonomous robotic platform motion control |
| topic | gardening automation, robotic platform, robotic platform motion control, route setting, control algorithm, autonomous navigation in gardens |
| url | https://www.vimsmit.com/jour/article/view/503 |
| work_keys_str_mv | AT dokhort agriculturalautonomousroboticplatformmotioncontrol AT aikutyrev agriculturalautonomousroboticplatformmotioncontrol AT igsmirnov agriculturalautonomousroboticplatformmotioncontrol AT gvmoiseev agriculturalautonomousroboticplatformmotioncontrol AT visoloviev agriculturalautonomousroboticplatformmotioncontrol |