<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">novtexmech</journal-id><journal-title-group><journal-title xml:lang="ru">Мехатроника, автоматизация, управление</journal-title><trans-title-group xml:lang="en"><trans-title>Mekhatronika, Avtomatizatsiya, Upravlenie</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1684-6427</issn><issn pub-type="epub">2619-1253</issn><publisher><publisher-name>Commercial Publisher «New Technologies»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17587/mau.25.615-623</article-id><article-id custom-type="elpub" pub-id-type="custom">novtexmech-1662</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>РОБОТЫ, МЕХАТРОНИКА И РОБОТОТЕХНИЧЕСКИЕ СИСТЕМЫ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ROBOT, MECHATRONICS AND ROBOTIC SYSTEMS</subject></subj-group></article-categories><title-group><article-title>Разработка пары антропоморфных роботизированных манипуляторов для решения совместных задач</article-title><trans-title-group xml:lang="en"><trans-title>Design and Implementation of Human-Like Ambidextrous Robotic Arms for Cooperative Tasks</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Хамуда</surname><given-names>А. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Hamouda</surname><given-names>A M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Магистрант</p><p>г. Ижевск</p></bio><bio xml:lang="en"><p>Master's Student</p><p>Izhevsk, 426069</p></bio><email xlink:type="simple">abdullahhamuoda@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Абделлатиф</surname><given-names>Э. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Abdellatif</surname><given-names>E. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Магистрант</p><p>г. Ижевск</p></bio><bio xml:lang="en"><p>Master's Student</p><p>Izhevsk, 426069</p></bio><email xlink:type="simple">ezz2169@vivaldi.net</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Аль Аккад</surname><given-names>М. A.</given-names></name><name name-style="western" xml:lang="en"><surname>Al Akkad</surname><given-names>M. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Канд. техн. наук, доц.</p><p>г. Ижевск</p></bio><bio xml:lang="en"><p>Ph.D., Associate Professor</p><p>Izhevsk, 426069</p></bio><email xlink:type="simple">aimanakkad@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Ижевский государственный технический университет имени М. Т. Калашникова</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kalashnikov Izhevsk State Technical University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>05</day><month>12</month><year>2024</year></pub-date><volume>25</volume><issue>12</issue><fpage>615</fpage><lpage>623</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Commercial Publisher «New Technologies», 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Commercial Publisher «New Technologies»</copyright-holder><copyright-holder xml:lang="en">Commercial Publisher «New Technologies»</copyright-holder><license xlink:href="https://mech.novtex.ru/jour/about/submissions#copyrightNotice" xlink:type="simple"><license-p>https://mech.novtex.ru/jour/about/submissions#copyrightNotice</license-p></license></permissions><self-uri xlink:href="https://mech.novtex.ru/jour/article/view/1662">https://mech.novtex.ru/jour/article/view/1662</self-uri><abstract><p>Представлено описание антропоморфного роботизированного комплекса, состоящего из корпуса и двух роботизированных манипуляторов, предназначенных для решения совместных задач. Данный комплекс может быть использован в учебных и исследовательских целях для создания и апробации алгоритмов управления антропоморфными роботами. Для решения обратной задачи кинематики используется метод адаптивной дифференциальной эволюции, что соответствует современным подходам к решению поставленной задачи. Использование данного метода облегчает нахождение оптимального решения при меньших затратах на вычисления по сравнению с аналитическими и численными методами и обеспечивает реалистичное и точное движение. Для динамического анализа роботизированного комплекса используется рекурсивный метод Ньютона-Эйлера. Далее подбираются приводы и анализируются напряжения для оценки структурной целостности робота и его способности выдерживать значительные нагрузки. Для обеспечения способности робота выполнять перемещение в пространстве и координации при выполнении задач используется метод нечеткого управления с бэкстеппингом. Выбор данного метода обусловлен устойчивостью к неопределенностям, нелинейностям и внешним возмущениям. Для предотвращения столкновений используется метод локализации пересечения эллипсоидов. Выбранные методы эффективны для предсказания движений суставов, необходимых для достижения желаемых положений и предотвращения столкновений. Описание разработки кистей робота будет представлено в отдельной работе. Представленный робототехнический комплекс может быть использован для выполнения задач в ситуациях, опасных для человека, а также для задач технического обслуживания.</p></abstract><trans-abstract xml:lang="en"><p>In this paper an anthropomorphic robotic complex which consists of a robotic body with two robotic arms is designed for the purpose of achieving cooperative tasks. This research platform also aims to accelerate the creation and testing of control algorithms for humanlike anthropomorphic robots. An adaptive optimization algorithm based on differential evolution approach is proposed to solve the inverse kinematic problem. This algorithm facilitates finding a desirable solution easily and with less calculation cost compared to analytical and numerical methods, the thing that allows achieving realistic and efficient motion. This algorithm maintains balance between exploring new options and using current knowledge. Newton-Euler recursive approach is used for determining the robots dynamic properties. Then the required actuators are chosen, and stress analysis is conducted to evaluate the structural integrity of the robot and its capacity to withstand substantial loads. Adjustable backstepping fuzzy control method is used that is more robust to uncertainties, nonlinearities, and external disturbances and offers the robot the ability to perform movement in space, cooperate, and complete tasks in a coordinated manner. Ellipsoid intersection localizing method is used for collision avoidance. The selected methods excel at predicting the joints ’ movements required to attain desired poses with great accuracy and avoid collision. In a future paper, a study of the hands of this robot will be introduced. This work has the potential to be applied in tasks that are dangerous for humans, or in human-like tasks such as maintenance and manufacturing.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>антропоморфный манипулятор</kwd><kwd>амбидекстральное поведение</kwd><kwd>человекоподобный робот</kwd><kwd>нечеткое управление</kwd><kwd>обратная кинематика</kwd><kwd>нечеткое управление с бэкстеппингом</kwd><kwd>популяционная кинематика</kwd><kwd>эвристическая оптимизация</kwd><kwd>избежание столкновения</kwd><kwd>локализация пересечения эллипсоида</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Anthropomorphic manipulator</kwd><kwd>Ambidextrous behavior</kwd><kwd>Human-like robot</kwd><kwd>Fuzzy control</kwd><kwd>Inverse kinematics</kwd><kwd>Backstepping control</kwd><kwd>Population-based kinematics</kwd><kwd>Heuristic optimization</kwd><kwd>Collision avoidance</kwd><kwd>Ellipsoid intersection localizing</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Behnke S. Humanoid robots: From fiction to reality?, KunstlicheIntelligenz, 2008, vol. 22, no. 4, pp. 5—9.</mixed-citation><mixed-citation xml:lang="en">Behnke S. Humanoid robots: From fiction to reality?, KunstlicheIntelligenz, 2008, vol. 22, no. 4, pp. 5—9.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Ferrari P., Rossini L., Ruscelli F., Laurenzi A., Oriolo G., Tsagarakis N. G., Hoffman E. M. Multi-contact planning and control for humanoid robots: Design and validation of a complete framework, Robotics and Autonomous Systems,2023, vol. 166, no. C, pp. 1—18, doi: 10.1016/j.robot.2023.104448.</mixed-citation><mixed-citation xml:lang="en">Ferrari P., Rossini L., Ruscelli F., Laurenzi A., Oriolo G., Tsagarakis N. G., Hoffman E. M. Multi-contact planning and control for humanoid robots: Design and validation of a complete framework, Robotics and Autonomous Systems,2023, vol. 166, no. C, pp. 1—18, doi: 10.1016/j.robot.2023.104448.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Reinecke J., Dietrich A., Shu A., Deutschmann B., Hut- ter M. А robotic torso joint with adjustable linear spring mechanism for natural dynamic motions in a differential-elastic arrangement, IEEE Robotics and Automation Letters,2021, vol. 7, no. 1, pp. 9—6, doi: 10.1109/LRA.2021.3117245.</mixed-citation><mixed-citation xml:lang="en">Reinecke J., Dietrich A., Shu A., Deutschmann B., Hut- ter M. А robotic torso joint with adjustable linear spring mechanism for natural dynamic motions in a differential-elastic arrangement, IEEE Robotics and Automation Letters,2021, vol. 7, no. 1, pp. 9—6, doi: 10.1109/LRA.2021.3117245.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Grebenstein M., Chalon M., Friedl W. et al. The hand of the DLR Hand Arm System: Designed for interaction, The International Journal of Robotics Research, 2012, vol. 31, no.13, pp. 1531—1555, doi: 10.1177/0278364912459209.</mixed-citation><mixed-citation xml:lang="en">Grebenstein M., Chalon M., Friedl W. et al. The hand of the DLR Hand Arm System: Designed for interaction, The International Journal of Robotics Research, 2012, vol. 31, no.13, pp. 1531—1555, doi: 10.1177/0278364912459209.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Rincon L. S., Coronado E., Hagane S., Yamaguchi S., Leve V., Kawasumi Y., Kudou Y., Venture G. Expanding the frontiers of industrial robots beyond factories: Design and in the wild validation, Machines, 2022, vol. 10, no. 12:1179, pp. 1—19, doi: 10.3390/machines10121179.</mixed-citation><mixed-citation xml:lang="en">Rincon L. S., Coronado E., Hagane S., Yamaguchi S., Leve V., Kawasumi Y., Kudou Y., Venture G. Expanding the frontiers of industrial robots beyond factories: Design and in the wild validation, Machines, 2022, vol. 10, no. 12:1179, pp. 1—19, doi: 10.3390/machines10121179.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Fuge A. J., Herron C. W., Beiter B. C., Kalita B., Leonessa А. Design, development, and analysis of the lower body of next-generation 3D-printed humanoid research platform: PANDORA, Robotica, 2023, vol. 41, no. 7, pp. 2177—2206, doi: 10.1017/S0263574723000395.</mixed-citation><mixed-citation xml:lang="en">Fuge A. J., Herron C. W., Beiter B. C., Kalita B., Leonessa А. Design, development, and analysis of the lower body of next-generation 3D-printed humanoid research platform: PANDORA, Robotica, 2023, vol. 41, no. 7, pp. 2177—2206, doi: 10.1017/S0263574723000395.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Sugihara K., Zhao M., Nishio T., Makabe T., Okada K., Inaba M. Design and control of a small humanoid equipped with flight unit and wheels for multimodal locomotion, IEEE Robotics and Automation Letters,2023, vol. 8, no. 9, pp. 5608—5615, doi: 10.1109/LRA.2023.3297065.</mixed-citation><mixed-citation xml:lang="en">Sugihara K., Zhao M., Nishio T., Makabe T., Okada K., Inaba M. Design and control of a small humanoid equipped with flight unit and wheels for multimodal locomotion, IEEE Robotics and Automation Letters,2023, vol. 8, no. 9, pp. 5608—5615, doi: 10.1109/LRA.2023.3297065.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Boukheddimi M., Kumar R., Kumar S., Carpentier J., Kirchner F. Investigations into exploiting the full capabilities of a series-parallel hybrid humanoid using whole body trajectory optimization, In 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. 10433—10439, doi: 10.1109/IROS55552.2023.10341784.</mixed-citation><mixed-citation xml:lang="en">Boukheddimi M., Kumar R., Kumar S., Carpentier J., Kirchner F. Investigations into exploiting the full capabilities of a series-parallel hybrid humanoid using whole body trajectory optimization, In 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. 10433—10439, doi: 10.1109/IROS55552.2023.10341784.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Jeong J., Yang J., Christmann G. H. G., Baltes J. Lightweight mechatronic system for humanoid robot, The Knowledge Engineering Review, 2023, vol. 38, no. 5, pp. 1—15, doi: 10.1017/ S026988892300005X.</mixed-citation><mixed-citation xml:lang="en">Jeong J., Yang J., Christmann G. H. G., Baltes J. Lightweight mechatronic system for humanoid robot, The Knowledge Engineering Review, 2023, vol. 38, no. 5, pp. 1—15, doi: 10.1017/ S026988892300005X.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Shu X., Ni F., Fan X., Liu C., Yang S., Tu B., Liu H. А multi-configuration track-legged humanoid robot for dexterous manipulation and high mobility: Design and development, IEEE Robotics and Automation Letters, 2023, vol. 8, no. 6, pp. 3342—3349, doi: 10.1109/LRA.2023.3266707.</mixed-citation><mixed-citation xml:lang="en">Shu X., Ni F., Fan X., Liu C., Yang S., Tu B., Liu H. А multi-configuration track-legged humanoid robot for dexterous manipulation and high mobility: Design and development, IEEE Robotics and Automation Letters, 2023, vol. 8, no. 6, pp. 3342—3349, doi: 10.1109/LRA.2023.3266707.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Dsouza R., Denny J., D’costa S., Elyas M. Humanoid robots — past, present and the future, International Journal of Advanced Computing Research, 2016, vol. 3, no. 8, pp. 8—15.</mixed-citation><mixed-citation xml:lang="en">Dsouza R., Denny J., D’costa S., Elyas M. Humanoid robots — past, present and the future, International Journal of Advanced Computing Research, 2016, vol. 3, no. 8, pp. 8—15.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Riener R. et al. Do robots outperform humans in human- centered domains?, Frontiers in Robotics and AI, 2023, vol. 10, doi: 10.3389/frobt.2023.1223946.</mixed-citation><mixed-citation xml:lang="en">Riener R. et al. Do robots outperform humans in human- centered domains?, Frontiers in Robotics and AI, 2023, vol. 10, doi: 10.3389/frobt.2023.1223946.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Ringwald M., Theben P., Gerlinger K. et al. How Should Your Assistive Robot Look Like? А Scoping Review on Embodiment for Assistive Robots, Journal of Intelligent Robot Systems, 2023, vol. 107, no. 12, doi: 10.1007/s10846-022-01781-3.</mixed-citation><mixed-citation xml:lang="en">Ringwald M., Theben P., Gerlinger K. et al. How Should Your Assistive Robot Look Like? А Scoping Review on Embodiment for Assistive Robots, Journal of Intelligent Robot Systems, 2023, vol. 107, no. 12, doi: 10.1007/s10846-022-01781-3.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Aristidou A., Lasenby J., Chrysanthou Y., Shamir А. Inverse kinematics for efficient character animation, Computer Graphics Forum, 2018, vol. 37, no. 6, pp. 35—58, doi: 10.1111/cgf.13310.</mixed-citation><mixed-citation xml:lang="en">Aristidou A., Lasenby J., Chrysanthou Y., Shamir А. Inverse kinematics for efficient character animation, Computer Graphics Forum, 2018, vol. 37, no. 6, pp. 35—58, doi: 10.1111/cgf.13310.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">da Silva S. R. X., Schnitman L., Filho V. C. Analysis of computational efficiency for the solution of inverse kinematics problem of anthropomorphic robots using Gr@bner bases theory, International Journal of Advanced Robotic Systems, 2021, vol. 18, no. 1, doi: 10.1177/1729881421989542.</mixed-citation><mixed-citation xml:lang="en">da Silva S. R. X., Schnitman L., Filho V. C. Analysis of computational efficiency for the solution of inverse kinematics problem of anthropomorphic robots using Gr@bner bases theory, International Journal of Advanced Robotic Systems, 2021, vol. 18, no. 1, doi: 10.1177/1729881421989542.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">An J., Li X., Zhang Z., Man W., Zhang G., Ding W. Application of An Improved Particle Swarm Optimization Algorithm in Inverse Kinematics Solutions of Manipulators, IEEE 9th Joint International Information Technology and Artificial Intelligence Conference, 2020, pp. 1680—1684, doi: 10.1109/ITAIC49862.2020.9339042.</mixed-citation><mixed-citation xml:lang="en">An J., Li X., Zhang Z., Man W., Zhang G., Ding W. Application of An Improved Particle Swarm Optimization Algorithm in Inverse Kinematics Solutions of Manipulators, IEEE 9th Joint International Information Technology and Artificial Intelligence Conference, 2020, pp. 1680—1684, doi: 10.1109/ITAIC49862.2020.9339042.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Boularias A., Bagnell J. A., Stentz А. Learning to Manipulate Unknown Objects in Clutter by Reinforcement, AAAI Conference on Artificial Intelligence, 2015, vol. 29, no. 1, doi: 10.1609/aaai.v29i1.9378.</mixed-citation><mixed-citation xml:lang="en">Boularias A., Bagnell J. A., Stentz А. Learning to Manipulate Unknown Objects in Clutter by Reinforcement, AAAI Conference on Artificial Intelligence, 2015, vol. 29, no. 1, doi: 10.1609/aaai.v29i1.9378.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Storn R., Price K. Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces, Journal of Global Optimization,1997, vol. 11, no. 4, pp. 341—359, doi: 10.1023/A:1008202821328.</mixed-citation><mixed-citation xml:lang="en">Storn R., Price K. Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces, Journal of Global Optimization,1997, vol. 11, no. 4, pp. 341—359, doi: 10.1023/A:1008202821328.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Pant B. M., Zaheer H., Garcia-Hernandez L., Abraham А. Differential Evolution: А review of more than two decades of research, Engineering Applications of Artificial Intelligence, 2020, vol. 90, doi: 10.1016/j.engappai.2020.103479.</mixed-citation><mixed-citation xml:lang="en">Pant B. M., Zaheer H., Garcia-Hernandez L., Abraham А. Differential Evolution: А review of more than two decades of research, Engineering Applications of Artificial Intelligence, 2020, vol. 90, doi: 10.1016/j.engappai.2020.103479.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Senkin A. S., Kraevskiy N. N., Ilyin K. O., Munasypov R. A. To the question of robotization and automation technologies development in well servicing and workover, Neftegazovoe Delo, vol. 18, no. 3, 2020, pp. 61—68 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Senkin A. S., Kraevskiy N. N., Ilyin K. O., Munasypov R. A. To the question of robotization and automation technologies development in well servicing and workover, Neftegazovoe Delo, vol. 18, no. 3, 2020, pp. 61—68 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Il’yasov B. G., Saitova G. A. Investigation of multivariable automatic control systems for complex dynamic objects based on Petrov’s paradigm, Control Sciences, 2021, no. 3, pp. 2—13 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Il’yasov B. G., Saitova G. A. Investigation of multivariable automatic control systems for complex dynamic objects based on Petrov’s paradigm, Control Sciences, 2021, no. 3, pp. 2—13 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Husnutdinov K. S., Magid E. A. Modeling of finger movement control with dependent joints of the anthropomorphic robot AR-601M when grasping objects, Master’s thesis, Kazan Federal University, 2019, pp. 92 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Husnutdinov K. S., Magid E. A. Modeling of finger movement control with dependent joints of the anthropomorphic robot AR-601M when grasping objects, Master’s thesis, Kazan Federal University, 2019, pp. 92 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Shereuzhev M. A. Development of distributed robotic systems for agricultural production, PhD thesis, Moscow State Technical University named after N. E. Bauman, 2023, pp. 229 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Shereuzhev M. A. Development of distributed robotic systems for agricultural production, PhD thesis, Moscow State Technical University named after N. E. Bauman, 2023, pp. 229 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Velikoborec G. S., Jurova V. A. Anthropomorphic robotic manipulator with a system for reproducing actions in a virtual environment, Proceedings of XI congress of young scientists "Research University ITMO", 2022, pp. 62—67 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Velikoborec G. S., Jurova V. A. Anthropomorphic robotic manipulator with a system for reproducing actions in a virtual environment, Proceedings of XI congress of young scientists "Research University ITMO", 2022, pp. 62—67 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Hamukov Ju. Н., Popov Ju. I., Huzhokov R. M., Ksalov A. M., Kazanov Н. K. Model of sensing of anthropomorphic manipulator for robotic systems, Izvestia of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, vol. 6, no. 92, 2019, pp. 88—93, doi: 10.35330/1991-6639-2019-6-92-88-94 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Hamukov Ju. Н., Popov Ju. I., Huzhokov R. M., Ksa- lov A. M., Kazanov Н. K. Model of sensing of anthropomorphic manipulator for robotic systems, Izvestia of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, vol. 6, no. 92, 2019, pp. 88—93, doi: 10.35330/1991-6639-2019-6-92-88-94 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Jianyuan W., Devaev V. M. Stability control of robotic medical exoskeletons, Inzhenernyj Vestnik Dona, 2020, vol. 9, no. 69, pp. 103—111 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Jianyuan W., Devaev V. M. Stability control of robotic medical exoskeletons, Inzhenernyj Vestnik Dona, 2020, vol. 9, no. 69, pp. 103—111 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Craig J. J. Introduction to Robotics Mechanics and Control, Pearson, Prentice Hall, 2005.</mixed-citation><mixed-citation xml:lang="en">Craig J. J. Introduction to Robotics Mechanics and Control, Pearson, Prentice Hall, 2005.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Kurfess T. R. Robotics and Automation Handbook, Taylor and Francis, 2005.</mixed-citation><mixed-citation xml:lang="en">Kurfess T. R. Robotics and Automation Handbook, Taylor and Francis, 2005.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Abdellatif E. M., Hamouda A. M., Al Akkad M. A. Adjustable backstepping fuzzy controller for a 7 DOF anthropomorphic manipulator, Intellektual’nyesistemy v proizvodstve, ISTU, 2024, vol. 22, no. 1, pp. 21—27, doi: 10.22213/2410-9304-2024-1-21-27.</mixed-citation><mixed-citation xml:lang="en">Abdellatif E. M., Hamouda A. M., Al Akkad M. A. Adjustable backstepping fuzzy controller for a 7 DOF anthropomorphic manipulator, Intellektual’nyesistemy v proizvodstve, ISTU, 2024, vol. 22, no. 1, pp. 21—27, doi: 10.22213/2410-9304-2024-1-21-27.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Al Akkad M. A. Exploiting two Ambidextrous Robotic Arms for Achieving Cooperative Tasks, Vestnik IzhGTU, 2014, no. 4, pp. 134—139.</mixed-citation><mixed-citation xml:lang="en">Al Akkad M. A. Exploiting two Ambidextrous Robotic Arms for Achieving Cooperative Tasks, Vestnik IzhGTU, 2014, no. 4, pp. 134—139.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
