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<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">izmertech</journal-id><journal-title-group><journal-title xml:lang="ru">Измерительная техника</journal-title><trans-title-group xml:lang="en"><trans-title>Izmeritel`naya Tekhnika</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0368-1025</issn><issn pub-type="epub">2949-5237</issn><publisher><publisher-name>ФГУП "ВНИИФТРИ"</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.32446/0368-1025it.2022-2-66-72</article-id><article-id custom-type="elpub" pub-id-type="custom">izmertech-1545</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>РАДИОТЕХНИЧЕСКИЕ ИЗМЕРЕНИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>RADIO MEASUREMENTS</subject></subj-group></article-categories><title-group><article-title>Система управления беспилотными транспортными электрокарами на основе радиоволновых доплеровских датчиков</article-title><trans-title-group xml:lang="en"><trans-title>Control system for unmanned transport electric vehicles based on microwave Doppler sensors</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4807-1281</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Хаблов</surname><given-names>Д. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Khablov</surname><given-names>D. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Дмитрий Владиленович Хаблов</p><p>Москва</p></bio><bio xml:lang="en"><p>Dmitry V. Khablov</p><p>Moscow</p></bio><email xlink:type="simple">dkhablov@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Институт проблем управления им. В. А. Трапезникова РАН</institution><country>Россия</country></aff><aff xml:lang="en"><institution>V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>26</day><month>04</month><year>2023</year></pub-date><volume>0</volume><issue>2</issue><fpage>66</fpage><lpage>72</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; ФГУП "ВНИИФТРИ", 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">ФГУП "ВНИИФТРИ"</copyright-holder><copyright-holder xml:lang="en">ФГУП "ВНИИФТРИ"</copyright-holder><license xlink:href="https://www.izmt.ru/jour/about/submissions#copyrightNotice" xlink:type="simple"><license-p>https://www.izmt.ru/jour/about/submissions#copyrightNotice</license-p></license></permissions><self-uri xlink:href="https://www.izmt.ru/jour/article/view/1545">https://www.izmt.ru/jour/article/view/1545</self-uri><abstract><p>Исследовано управление беспилотными электрокарами в помещениях. Рассмотрена проблема обеспечения точного соответствия управляющих сигналов реальному перемещению транспортных средств в пространстве. В ходе анализа динамической модели электрокара обнаружено, что основные причины возникновения ошибок заключаются в косвенном характере измерения скорости этого транспортного средства с помощью одометров. Для решения указанной проблемы предложено использовать радиоволновые доплеровские датчики линейной скорости колёс, показания которых не зависят от скольжения, массы электрокара, давления в шинах и других параметров. Выведены формулы, позволяющие по доплеровским частотам датчиков определять текущую скорость и рулевой угол управления электрокаром с использованием условия Аккермана. На основе указанных формул разработана устойчивая система управления движением беспилотных транспортных электрокаров по заданному маршруту. Предложенную систему можно использовать в роботизированных транспортных комплексах.</p></abstract><trans-abstract xml:lang="en"><p>The control of unmanned electric cars in the premises has been studied. The problem of ensuring the exact correspondence of control signals to the real movement of vehicles in space is considered. Based on the analysis of the dynamic model of an electric car, it was found that the main causes of errors are the indirect nature of measuring the speed of this vehicle using odometers. To solve this problem, it was proposed to use microwave Doppler sensors of the linear speed of the wheels, the readings of which no longer depend on the slip, mass of the electric car, tire pressure, and other parameters. Formulas have been derived that allow the Doppler frequencies of the sensors to determine the current speed and steering angle of control of an electric car using the Ackermann condition. Based on them, a stable traffi c control system along a given route has been developed, which can be used in robotic transport systems.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>эффект Доплера</kwd><kwd>электрокар</kwd><kwd>курсовой угол</kwd><kwd>рулевой угол</kwd><kwd>путевая скорость</kwd><kwd>условие Аккермана</kwd><kwd>автономная навигация</kwd><kwd>сверхвысокочастотные радиоволны</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Doppler Effect</kwd><kwd>electric vehicle</kwd><kwd>heading angle</kwd><kwd>steering angle</kwd><kwd>ground speed</kwd><kwd>Ackermann condition</kwd><kwd>autonomous navigation</kwd><kwd>microwave</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">Mondek M., Hromčík M., 2017 21st International сonference on Process Control (PC), Strbske Pleso, Slovakia, June 6–9, 2017, IEEE, 2017, pp. 240–246. https://doi.org/10.1109/PC.2017.7976220</mixed-citation><mixed-citation xml:lang="en">Mondek M., Hromčík M., 2017 21st International сonference on Process Control (PC), Strbske Pleso, Slovakia, June 6–9, 2017, IEEE, 2017, pp. 240–246. https://doi.org/10.1109/PC.2017.7976220</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Jazar R. N., Vehicle Dynamics: Theory and Application, Springer, 2008, 1015 р.</mixed-citation><mixed-citation xml:lang="en">Jazar R. N., Vehicle Dynamics: Theory and Application, Springer, 2008, 1015 р.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Khristamto M., Praptidjanto A., Kaleg S., Energy Procedia, 2015, vol. 68, pp. 463–470. https://doi.org/10.1016/j.egypro.2015.03.278</mixed-citation><mixed-citation xml:lang="en">Khristamto M., Praptidjanto A., Kaleg S., Energy Procedia, 2015, vol. 68, pp. 463–470. https://doi.org/10.1016/j.egypro.2015.03.278</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Sotelo M. Á., Robotics and Autonomous Systems, 2003, vol. 45, iss. 3–4, pp. 223–233. https://doi.org/10.1016/j.robot.2003.09.002</mixed-citation><mixed-citation xml:lang="en">Sotelo M. Á., Robotics and Autonomous Systems, 2003, vol. 45, iss. 3–4, pp. 223–233. https://doi.org/10.1016/j.robot.2003.09.002</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Hartani K., Miloud Y., Miloudi A., Electric Vehicle stability with rear Electronic diff erential Traction, EFEEA’10 International Symposium on Environment Friendly Energies in Electrical Applications, Ghardaïa, Algeria, November 2–4, 2010, EFEEA, 2010, pp. 1–5.</mixed-citation><mixed-citation xml:lang="en">Hartani K., Miloud Y., Miloudi A., Electric Vehicle stability with rear Electronic diff erential Traction, EFEEA’10 International Symposium on Environment Friendly Energies in Electrical Applications, Ghardaïa, Algeria, November 2–4, 2010, EFEEA, 2010, pp. 1–5.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Vitols K., Galkin I., 15th International Power Electronics and Motion Control Conference (EPE/PEMC), September 4–6, 2012, Novi Sad, Serbia, 2012, pp. 1–5. https://doi.org/10.1109/EPEPEMC.2012.6397315</mixed-citation><mixed-citation xml:lang="en">Vitols K., Galkin I., 15th International Power Electronics and Motion Control Conference (EPE/PEMC), September 4–6, 2012, Novi Sad, Serbia, 2012, pp. 1–5. https://doi.org/10.1109/EPEPEMC.2012.6397315</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Горбачев А. Ю. Применение одометров для коррекции интегрированных навигационных систем // Вестник МГТУ им. Н. Э. Баумана. Серия Приборостроение. 2009. № 4. С. 37–54.</mixed-citation><mixed-citation xml:lang="en">Gorbachev A. Yu., Application of Odometers for Correction of Integrated Navigation Systems, Herald of the Bauman Moscow State Tech. Univ., Instrument Engineering, 2009, no. 4, pp. 37–54. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Егорушкин А. Ю., Мкртчян В. И. Повышение точности автономной навигации наземных подвижных объектов // Инженерный журнал: наука и инновации. 2016. № 4. C. 1–12. https://doi.org/10.18698/2308-6033-2016-04-1480</mixed-citation><mixed-citation xml:lang="en">Egorushkin A. Yu., Mkrtchyan V. I., Improving the accuracy of land mobile object autonomous navigation, Engineering Journal: Science and Innovation, 2016, vol. 4, pp. 1–12 (In Russ.). https://doi.org/10.18698/2308-6033-2016-04-1480</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Nister D., Naroditsky O., Bergen J., Journal of Field Robotics, 2006, vol. 23, iss. 1, pp. 3–20. https://doi.org/10.1002/rob.20103</mixed-citation><mixed-citation xml:lang="en">Nister D., Naroditsky O., Bergen J., Journal of Field Robotics, 2006, vol. 23, iss. 1, pp. 3–20. https://doi.org/10.1002/rob.20103</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Хаблов Д. В. Непрерывное наземное позиционирование на основе cверхвысокочастотных датчиков перемещений // Измерительная техника. 2019. № 6. С. 65–7. https://doi.org/10.32446/0368-1025it.2019-6-65-70</mixed-citation><mixed-citation xml:lang="en">Khablov D. V., Measurement Techniques, 2019, vol. 62,no. 6, pp. 554–561. https://doi.org/10.1007/s11018-019-01660-8</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>
