<?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">mireabulletin</journal-id><journal-title-group><journal-title xml:lang="ru">Russian Technological Journal</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Technological Journal</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2782-3210</issn><issn pub-type="epub">2500-316X</issn><publisher><publisher-name>RTU MIREA</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.32362/2500-316X-2019-7-6-68-86</article-id><article-id custom-type="elpub" pub-id-type="custom">mireabulletin-182</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>РОБОТИЗИРОВАННЫЕ КОМПЛЕКСЫ И СИСТЕМЫ. ТЕХНОЛОГИИ ДИСТАНЦИОННОГО ЗОНДИРОВАНИЯ НЕРАЗРУШАЮЩЕГО КОНТРОЛЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MULTIPLE ROBOTS (ROBOTIC CENTERS) AND SYSTEMS. REMOTE SENSING AND NON-DESTRUCTIVE TESTING</subject></subj-group></article-categories><title-group><article-title>Обзор аппаратно-программного обеспечения систем управления роботов различного масштаба и назначения. Часть 2. Сервисная робототехника</article-title><trans-title-group xml:lang="en"><trans-title>A review on control systems hardware and software for robots of various scale and purpose. Part 2. Service robotics</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>Романов</surname><given-names>А. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Romanov</surname><given-names>Aleksey M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Романов Алексей Михайлович, кандидат технических наук, доцент кафедры биокибернетических систем и технологий</p><p>119454, Россия, Москва, пр. Вернадского, д. 78</p></bio><bio xml:lang="en"><p>Alexey M. Romanov, Cand. of Sci. (Engineering), Associate Professor, Chair of Biocybernetics Systems and Technologies</p><p>78, Vernadskogo pr., Moscow 119454, Russia</p></bio><email xlink:type="simple">romanov@mirea.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>МИРЭА – Российский технологический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>MIREA – Russian Technological University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2019</year></pub-date><pub-date pub-type="epub"><day>09</day><month>01</month><year>2020</year></pub-date><volume>7</volume><issue>6</issue><fpage>68</fpage><lpage>86</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Романов А.М., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Романов А.М.</copyright-holder><copyright-holder xml:lang="en">Romanov A.M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.rtj-mirea.ru/jour/article/view/182">https://www.rtj-mirea.ru/jour/article/view/182</self-uri><abstract><p>В работе представлен обзор роботов различного масштаба и назначения. В ходе обзора анализируются применяемые аппаратные и программные решения и обобщаются наиболее распространенные структурные схемы систем управления. По результатам обзора проводится анализ подходов к масштабированию систем управления, применению алгоритмов интеллектуального управления, обеспечению отказоустойчивости, снижению массогабаритных размеров элементов систем управления, свойственных для разных классов роботов. Целью работы является поиск общих подходов, применяемых в различных областях робототехники для построения на их основе единой методологии проектирования масштабируемых интеллектуальных систем управления робототехническими комплексами с заданным уровнем отказоустойчивости на унифицированной элементной базе. Данная часть посвящена сервисной робототехнике. По результатам обзора сделаны следующие выводы: ключевой технологией в сервисной робототехнике с точки зрения масштабирования является Robot Operating System (ROS); cервисная робототехника является на сегодняшний день основным плацдармом для отработки интеллектуальных алгоритмов управления для тактического и стратегического уровня, которые интегрируются в общую систему на основе ROS; проблеме обеспечения отказоустойчивости в сервисной робототехнике практически не уделяется внимания, за исключением вопроса повышения надежности за счет изменения поведенческих алгоритмов; в ряде областей сервисной робототехники, в которых особо важно снижение массогабаритных размеров всех элементов, системы управления роботами выполняются на единственном вычислительном устройстве, в остальных случаях применяется многоуровневая архитектура, аналогичная тому, как это делается в промышленной робототехнике, с той разницей, что вместо программируемых логических контроллеров, на тактическом и стратегическом уровне используются встраиваемые компьютеры под управлением ROS и Linux.</p></abstract><trans-abstract xml:lang="en"><p>A review of robotic systems was carried out. The paper analyzes applied hardware and software solutions and summarizes the most common block diagrams of control systems. The analysis of approaches to control systems scaling, the use of intelligent control, the achievement of fault tolerance, and the reduction of the weight and size of control system elements belonging to various classes of robotic systems were carried out. The goal of the review is finding common approaches used in various areas of robotics to build on their basis a uniform methodology for designing scalable intelligent control systems for robots with a given level of fault tolerance on a unified component base. This part is dedicated to service robotics. The following conclusions are made on the basis of the review results: the key technology in service robotics from the point of view of scalability is the Robot Operating System (ROS); service robotics is today the main springboard for testing intelligent algorithms for the tactical and strategic control levels that are integrated into a common system based on ROS; the problem of ensuring fault tolerance in the service robotics is practically neglected, with the exception of the issue of increasing reliability by changing behavioral algorithms; in a number of areas of service robotics, in which the reduction of mass and dimensions is especially important, the robot control systems are implemented on a single computing device, in other cases a multi-level architecture implemented on Linux-based embedded computers with ROS are used.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>робототехника</kwd><kwd>сервисные роботы</kwd><kwd>системы управления</kwd><kwd>мобильные роботы</kwd><kwd>дроны</kwd><kwd>беспилотные летательные аппараты</kwd><kwd>беспилотный транспорт</kwd><kwd>модульные реконфигурируемые роботы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>robotics</kwd><kwd>service robots</kwd><kwd>control systems</kwd><kwd>mobile robots</kwd><kwd>drones</kwd><kwd>unmanned aerial vehicle</kwd><kwd>unmanned transport</kwd><kwd>modular reconfigurable robots</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">Донченко А.А., Хрипунов С.В., Чиров Д.С. [и др.] Робототехнические средства, комплексы и системы военного назначения. Основные положения. Классификация. Методические рекомендации. М.: ФГБУ «ГНИИЦ РТ» МО РФ, 2015. 34 с. [Donchenko A.A., Hripunov S.V., Chirov D.S. [et al.] Robotic equipment, complexes and military systems. The main provisions. Classification. Guidelines. Moscow: “GNIICR” RF MO (Main Research and Testing Center for Robotics of the Ministry of Defense of the Russian Federation), 2014. 34 p. (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Donchenko A.A., Hripunov S.V., Chirov D.S. [et al.] Robotic equipment, complexes and military systems. The main provisions. Classification. Guidelines. Moscow: “GNIICR” RF MO (Main Research and Testing Center for Robotics of the Ministry of Defense of the Russian Federation), 2014. 34 p. (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Юревич Е.И. Основы робототехники, 4 изд. СПб.: БХВ-Петербург, 2018. 304 с. [Yurevich E.I. Basics of Robotics, 4th ed. SPb: BHV-Peterburg Publ., 2018. 304 p. (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Yurevich E.I. Basics of Robotics, 4th ed. SPb: BHV-Peterburg Publ., 2018. 304 p. (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Zielinska T.T. History of service robots and new trends. In: Novel Design and Applications of Robotics Technologies. IGI Global, 2019:158-187. https://doi.org/10.4018/978-1-5225-5276-5.ch006</mixed-citation><mixed-citation xml:lang="en">Zielinska T.T. History of service robots and new trends. In: Novel Design and Applications of Robotics Technologies. IGI Global, 2019:158-187. https://doi.org/10.4018/978-1-5225-5276-5.ch006</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Kumar V., Bekey G., Zheng Y. Industrial, personal and service robots. In: Assessment of International Research and Development in Robotics. Ed. G. Bekey. World Technology Evaluation Center, Lancaster, 2006; pp. 41-48. http:// www.wtec.org/robotics/report/05-Industrial.pdf</mixed-citation><mixed-citation xml:lang="en">Kumar V., Bekey G., Zheng Y. Industrial, personal and service robots. In: Assessment of International Research and Development in Robotics. Ed. G. Bekey. World Technology Evaluation Center, Lancaster, 2006; pp. 41-48. http:// www.wtec.org/robotics/report/05-Industrial.pdf</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Лопота В.А., Юревич Е.И. Экстремальная робототехника и мехатроника. Принципы и перспективы развития. Мехатроника, автоматизация, управление. 2007;4:37-42. [Lopota V.A., Yurevich E.I. Extreme robotics and mechatronics. Principles and perspectives of development. Mekhatronika, avtomatizatsiya, upravlenie = Mekhatronika, Avtomatizatsiya, Upravlenie. 2007;4:37-42 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Lopota V.A., Yurevich E.I. Extreme robotics and mechatronics. Principles and perspectives of development. Mekhatronika, avtomatizatsiya, upravlenie = Mekhatronika, Avtomatizatsiya, Upravlenie. 2007;4:37-42 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">ГОСТ Р ИСО 8373-2014. Роботы и робототехнические устройства. Термины и определения. М.: Стандартинформ, 2015. 16 c. [GOST R ISO 8373-2012. Robots and robotic devices. Vocabulary. Moscow: Stahdartinform Publ., 2015. 16 p. (in Russ.)]</mixed-citation><mixed-citation xml:lang="en">GOST R ISO 8373-2012. Robots and robotic devices. Vocabulary. Moscow: Stahdartinform Publ., 2015. 16 p. (in Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Quigley M., Conley K., Gerkey B.P., Faust J., Foote T., Leibs J., Wheeler, R., Ng A.Y. ROS: an open-source Robot Operating System. In: ICRA workshop on open source software. 2009;3(5): 6 p.</mixed-citation><mixed-citation xml:lang="en">Quigley M., Conley K., Gerkey B.P., Faust J., Foote T., Leibs J., Wheeler, R., Ng A.Y. ROS: an open-source Robot Operating System. In: ICRA workshop on open source software. 2009;3(5): 6 p.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Garber L. Robot OS: A new day for robot design. Computer. 2013;46(12):16-20. http://dx.doi.org/10.1109/ MC.2013.434</mixed-citation><mixed-citation xml:lang="en">Garber L. Robot OS: A new day for robot design. Computer. 2013;46(12):16-20. http://dx.doi.org/10.1109/ MC.2013.434</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Koubâa A. (ed.). Robot Operating System (ROS). Verlag: Springer International Publishing, 2017. eBook ISBN 978-3-319-54927-9. https://doi.org/10.1007/978-3-319-54927-9</mixed-citation><mixed-citation xml:lang="en">Koubâa A. (ed.). Robot Operating System (ROS). Verlag: Springer International Publishing, 2017. eBook ISBN 978-3-319-54927-9. https://doi.org/10.1007/978-3-319-54927-9</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang L., Merrifield R., Deguet A., Yang G-Z. Powering the world’s robots-10 years of ROS. Sci. Robotics. 2017;2(11):eaar1868. http://dx.doi.org/10.1126/scirobotics.aar1868</mixed-citation><mixed-citation xml:lang="en">Zhang L., Merrifield R., Deguet A., Yang G-Z. Powering the world’s robots-10 years of ROS. Sci. Robotics. 2017;2(11):eaar1868. http://dx.doi.org/10.1126/scirobotics.aar1868</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Bouchier P. Embedded ROS [ROS topics]. IEEE Robotics &amp; Automation Magazine. 2013;20(2):17-19. http://dx.doi.org/10.1109/MRA.2013.2255491</mixed-citation><mixed-citation xml:lang="en">Bouchier P. Embedded ROS [ROS topics]. IEEE Robotics &amp; Automation Magazine. 2013;20(2):17-19. http://dx.doi.org/10.1109/MRA.2013.2255491</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Romanov A., Romanov M., Slepynina E., Kholopov V. Analysis of ROS performance in terms of intelligent monitoring of discrete machinery manufacturing control systems. In: Proc. 15th Student Conference on Research and Development (SCOReD). IEEE, 2017; pp. 13-17. http://dx.doi.org/10.1109/SCORED.2017.8305429</mixed-citation><mixed-citation xml:lang="en">Romanov A., Romanov M., Slepynina E., Kholopov V. Analysis of ROS performance in terms of intelligent monitoring of discrete machinery manufacturing control systems. In: Proc. 15th Student Conference on Research and Development (SCOReD). IEEE, 2017; pp. 13-17. http://dx.doi.org/10.1109/SCORED.2017.8305429</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Bohren J., Rusu R.B., Marder-Eppstein E., Pantofaru C. Towards autonomous robotic butlers: Lessons learned with the PR2. In: Proc. 2011 IEEE International Conference on Robotics and Automation. IEEE, 2011; pp. 5568-5575. https://doi.org/10.1109/ICRA.2011.5980058</mixed-citation><mixed-citation xml:lang="en">Bohren J., Rusu R.B., Marder-Eppstein E., Pantofaru C. Towards autonomous robotic butlers: Lessons learned with the PR2. In: Proc. 2011 IEEE International Conference on Robotics and Automation. IEEE, 2011; pp. 5568-5575. https://doi.org/10.1109/ICRA.2011.5980058</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Willow Garage, PR2 Hardware Specs – [Electronic resource], URL:http://www.willowgarage.com/pages/pr2/specs</mixed-citation><mixed-citation xml:lang="en">Willow Garage, PR2 Hardware Specs – [Electronic resource], URL:http://www.willowgarage.com/pages/pr2/specs</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Willow Garage, PR2 User Manual, 2012 – [Electronic resource], URL:https://www.clearpathrobotics.com/wpcontent/uploads/2014/08/pr2_manual_r321.pdf</mixed-citation><mixed-citation xml:lang="en">Willow Garage, PR2 User Manual, 2012 – [Electronic resource], URL:https://www.clearpathrobotics.com/wpcontent/uploads/2014/08/pr2_manual_r321.pdf</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Jakubiak J., Drwięga M., Stańczyk B. Control and perception system for ReMeDi robot mobile platform. In: Methods and Models in Automation and Robotics (MMAR). 2015 20th International Conference. IEEE, 2015; pp. 750- 755. https://doi.org/10.1109/MMAR.2015.7283969</mixed-citation><mixed-citation xml:lang="en">Jakubiak J., Drwięga M., Stańczyk B. Control and perception system for ReMeDi robot mobile platform. In: Methods and Models in Automation and Robotics (MMAR). 2015 20th International Conference. IEEE, 2015; pp. 750- 755. https://doi.org/10.1109/MMAR.2015.7283969</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Arent K., Jakubiak J., Drwięga M., Cholewiński M. Control of mobile robot for remote medical examination: Design concepts and users' feedback from experimental studies. In: Proc. of the 9th International Conference on Human System Interactions (HIS 2016). IEEE, 2016; pp. 76-82. http://dx.doi.org/10.1109/HSI.2016.7529612</mixed-citation><mixed-citation xml:lang="en">Arent K., Jakubiak J., Drwięga M., Cholewiński M. Control of mobile robot for remote medical examination: Design concepts and users' feedback from experimental studies. In: Proc. of the 9th International Conference on Human System Interactions (HIS 2016). IEEE, 2016; pp. 76-82. http://dx.doi.org/10.1109/HSI.2016.7529612</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Bačík J., Durovsky F., Biros M., Kyslan K. Pathfinder–development of automated guided vehicle for hospital logistics. IEEE Access. 2017;5(1):26892-26900. https://doi.org/10.1109/ACCESS.2017.2767899</mixed-citation><mixed-citation xml:lang="en">Bačík J., Durovsky F., Biros M., Kyslan K. Pathfinder–development of automated guided vehicle for hospital logistics. IEEE Access. 2017;5(1):26892-26900. https://doi.org/10.1109/ACCESS.2017.2767899</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Rojo J., Rojas R., Gunnarsson K., Simon M., Wiesel F., Ruf F., Wolter L., Zilly F., Santrac N., Ganjineh T., Sarkohi A., Ulbrich F., Latotzky D., Jankovic B., Hohl G., Wisspeintner T., May S., Pervoelz K., Nowak W., Maurelli F., Droeschel D. Spirit of Berlin: An Autonomous car forthe DARPA urban challenge—Hardware and software architecture. Free Univ. Berlin. Berlin, Germany, Tech. Rep., June 2007.</mixed-citation><mixed-citation xml:lang="en">Rojo J., Rojas R., Gunnarsson K., Simon M., Wiesel F., Ruf F., Wolter L., Zilly F., Santrac N., Ganjineh T., Sarkohi A., Ulbrich F., Latotzky D., Jankovic B., Hohl G., Wisspeintner T., May S., Pervoelz K., Nowak W., Maurelli F., Droeschel D. Spirit of Berlin: An Autonomous car forthe DARPA urban challenge—Hardware and software architecture. Free Univ. Berlin. Berlin, Germany, Tech. Rep., June 2007.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Gomez D., Marin P., Hussein A., de la Escalera A. ROS-based architecture for autonomous intelligent campus automobile (iCab). In: UNED Plasencia Revista de Investigacion Universitaria. Publisher: Agbatanero, 2016;12:257-272.</mixed-citation><mixed-citation xml:lang="en">Gomez D., Marin P., Hussein A., de la Escalera A. ROS-based architecture for autonomous intelligent campus automobile (iCab). In: UNED Plasencia Revista de Investigacion Universitaria. Publisher: Agbatanero, 2016;12:257-272.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Shimchik I., Sagitov A., Afanasyev I., Matsuno F., Magid E. Golf cart prototype development and navigation simulation using ROS and Gazebo. MATEC Web of Conferences. 2016. V. 75. Article Number 09005. https://doi.org/10.1051/matecconf/20167509005</mixed-citation><mixed-citation xml:lang="en">Shimchik I., Sagitov A., Afanasyev I., Matsuno F., Magid E. Golf cart prototype development and navigation simulation using ROS and Gazebo. MATEC Web of Conferences. 2016. V. 75. Article Number 09005. https://doi.org/10.1051/matecconf/20167509005</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Jo K., Kim J., Kim D., Jang C. Development of autonomous car - Part II: A case study on the implementation of an autonomous driving system based on distributed architecture. IEEE Trans. on Industrial Electronics. 2015;62(8):5119- 5132. http://dx.doi.org/10.1109/TIE.2015.2410258</mixed-citation><mixed-citation xml:lang="en">Jo K., Kim J., Kim D., Jang C. Development of autonomous car - Part II: A case study on the implementation of an autonomous driving system based on distributed architecture. IEEE Trans. on Industrial Electronics. 2015;62(8):5119- 5132. http://dx.doi.org/10.1109/TIE.2015.2410258</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Ferreira T., Garcia O., Vaqueiro J. Software Architecture for an Autonomous Car Simulation Using ROS, MORSE &amp; A Qt Based Software for Control and Monitoring. In: XII Simpósio Brasileiro de automação Inteligente, 2015. 7 p.</mixed-citation><mixed-citation xml:lang="en">Ferreira T., Garcia O., Vaqueiro J. Software Architecture for an Autonomous Car Simulation Using ROS, MORSE &amp; A Qt Based Software for Control and Monitoring. In: XII Simpósio Brasileiro de automação Inteligente, 2015. 7 p.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Fernandes L.C., Souza J., Perrin G., Shinzato P.Y. CaRINA intelligent robotic car: architectural design and applications. J. Systems Architecture. 2014;60(4):372-392. http://dx.doi.org/10.1016/j.sysarc.2013.12.003</mixed-citation><mixed-citation xml:lang="en">Fernandes L.C., Souza J., Perrin G., Shinzato P.Y. CaRINA intelligent robotic car: architectural design and applications. J. Systems Architecture. 2014;60(4):372-392. http://dx.doi.org/10.1016/j.sysarc.2013.12.003</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Лохин В.М., Манько С.В., Романов М.П., Гарцеев И.Б., Трипольский П.Э., Александрова Р.И., Евстигнеев Д.В., Антипов О.А., Епишин С.В. Автономный мобильный мини-робот. Известия Южного федерального университета. Технические науки. 2006;58(3):17-23. [Lokhin V.M. [et al.] Autonomous mobile mini-robot. Izvestiya SFedU. Engineering sciences. 2006;58(3):17-23. (in Russ.)]</mixed-citation><mixed-citation xml:lang="en">Lokhin V.M. [et al.] Autonomous mobile mini-robot. Izvestiya SFedU. Engineering sciences. 2006;58(3):17-23. (in Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Doroftei I., Grosu V., Spinu V. Omnidirectional mobile robot-design and implementation. In book: Bioinspiration and Robotics: Walking and Climbing Robots. Ed. M.K. Habib. Vienna, Austria: I-Tech, 2007;511-528. https://doi.org/10.5772/5518</mixed-citation><mixed-citation xml:lang="en">Doroftei I., Grosu V., Spinu V. Omnidirectional mobile robot-design and implementation. In book: Bioinspiration and Robotics: Walking and Climbing Robots. Ed. M.K. Habib. Vienna, Austria: I-Tech, 2007;511-528. https://doi.org/10.5772/5518</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Bischoff R., Huggenberger U., Prassler E. KUKA youBot-a mobile manipulator for research and education. In: Proc. IEEE International Conference on Robotics and Automation. Shanghai, China, 2011:1-4. http://dx.doi.org/10.1109/ ICRA.2011.5980575</mixed-citation><mixed-citation xml:lang="en">Bischoff R., Huggenberger U., Prassler E. KUKA youBot-a mobile manipulator for research and education. In: Proc. IEEE International Conference on Robotics and Automation. Shanghai, China, 2011:1-4. http://dx.doi.org/10.1109/ ICRA.2011.5980575</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Araújo A., Portugal D., Couceiro M.S., Rocha R.P. Integrating Arduino-based educational mobile robots in ROS. Journal of Intelligent &amp; Robotic Systems. 2015;77(2):281-298. https://doi.org/10.1007/s10846-013-0007-4</mixed-citation><mixed-citation xml:lang="en">Araújo A., Portugal D., Couceiro M.S., Rocha R.P. Integrating Arduino-based educational mobile robots in ROS. Journal of Intelligent &amp; Robotic Systems. 2015;77(2):281-298. https://doi.org/10.1007/s10846-013-0007-4</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">López-Rodríguez F.M., Cuesta F. Andruino-A1: Low-cost educational mobile robot based on Android and Arduino. Journal of Intelligent &amp; Robotic Systems. 2016;81(1):63-76. http://dx.doi.org/10.1007/s10846-015-0227-x</mixed-citation><mixed-citation xml:lang="en">López-Rodríguez F.M., Cuesta F. Andruino-A1: Low-cost educational mobile robot based on Android and Arduino. Journal of Intelligent &amp; Robotic Systems. 2016;81(1):63-76. http://dx.doi.org/10.1007/s10846-015-0227-x</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Jaskot K., Łakota T. Experimental mobile robot—Hardware. Innovative Simulation Systems. Springer, Cham, 2016;277-289.</mixed-citation><mixed-citation xml:lang="en">Jaskot K., Łakota T. Experimental mobile robot—Hardware. Innovative Simulation Systems. Springer, Cham, 2016;277-289.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Морозов А.А., Русаков Д.А., Казачек Н.А. Программно-аппаратный комплекс на базе мобильных роботов с изменяемой геометрией шасси // Материалы VI Междунар. научно-техн. конф. молодых ученых, 2016. Омск: Изд-во Омский гос. технический ун-т, 2016. С. 146–150. [Morozov A.A., Rusakov D.A., Kazachek N.A. Hardware-software complex based on mobile robots with variable chassis geometry. Materials of the VI Int. Scientific and Technical Conf. of Young Scientists, 2016. Omsk: Publishing house of the Omsk State Technical University, 2016;146-150 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Morozov A.A., Rusakov D.A., Kazachek N.A. Hardware-software complex based on mobile robots with variable chassis geometry. Materials of the VI Int. Scientific and Technical Conf. of Young Scientists, 2016. Omsk: Publishing house of the Omsk State Technical University, 2016;146-150 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Mondada F., Bonani M., Riedo E., Briod M. Bringing robotics to formal education: The thymio open-source hardware robot. IEEE Robotics &amp; Automation Magazine. 2017;24(1): 77-85. https://doi.org/10.1109/MRA.2016.2636372</mixed-citation><mixed-citation xml:lang="en">Mondada F., Bonani M., Riedo E., Briod M. Bringing robotics to formal education: The thymio open-source hardware robot. IEEE Robotics &amp; Automation Magazine. 2017;24(1): 77-85. https://doi.org/10.1109/MRA.2016.2636372</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Alberri M., Hegazy S., Badra M., Nasr M. Generic ROS-based Architecture for Heterogeneous Multi-Autonomous Systems Development. In: 2018 IEEE International Conference on Vehicular Electronics and Safety (ICVES). IEEE, 2018. 6 p. https://doi.org/10.1109/ICVES.2018.8519589</mixed-citation><mixed-citation xml:lang="en">Alberri M., Hegazy S., Badra M., Nasr M. Generic ROS-based Architecture for Heterogeneous Multi-Autonomous Systems Development. In: 2018 IEEE International Conference on Vehicular Electronics and Safety (ICVES). IEEE, 2018. 6 p. https://doi.org/10.1109/ICVES.2018.8519589</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Bruyninckx H. Open robot control software: the OROCOS project. In: Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation. IEEE, 2001;3:2523-2528. https://doi.org/10.1109/ROBOT.2001.933002</mixed-citation><mixed-citation xml:lang="en">Bruyninckx H. Open robot control software: the OROCOS project. In: Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation. IEEE, 2001;3:2523-2528. https://doi.org/10.1109/ROBOT.2001.933002</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Schlegel C. A component approach for robotics software: Communication patterns in the OROCOS context. In: Autonome Mobile Systeme 2003. Dillmann R., Wörn H., Gockel T. (eds). Berlin, Heidelberg: Springer, 2003; pp. 253-263. https://doi.org/10.1007/978-3-642-18986-9_26</mixed-citation><mixed-citation xml:lang="en">Schlegel C. A component approach for robotics software: Communication patterns in the OROCOS context. In: Autonome Mobile Systeme 2003. Dillmann R., Wörn H., Gockel T. (eds). Berlin, Heidelberg: Springer, 2003; pp. 253-263. https://doi.org/10.1007/978-3-642-18986-9_26</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Михайлова У.В., Михайлов Е.А., Сарваров А.С. Программные решения для разработки архитектуры системы управления роботом. Электротехнические системы и комплексы. 2013;(21):111-117. [Mikhailova V.V., Mikhailov E.A., Sarvarov A.S. Software solutions for the development of robot control system architecture. Elektrotekhnicheskie sistemy i kompleksy = Electrotechnical systems and complexes. 2013;(21):111-117 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Mikhailova V.V., Mikhailov E.A., Sarvarov A.S. Software solutions for the development of robot control system architecture. Elektrotekhnicheskie sistemy i kompleksy = Electrotechnical systems and complexes. 2013;(21):111-117 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Smits R., Bruyninckx H. Composition of complex robot applications via data flow integration. In: Proceedings 2011 IEEE International Conference on Robotics and Automation. IEEE, 2011; pp. 5576-5580. http://dx.doi.org/10.1109/ICRA.2011.5979958</mixed-citation><mixed-citation xml:lang="en">Smits R., Bruyninckx H. Composition of complex robot applications via data flow integration. In: Proceedings 2011 IEEE International Conference on Robotics and Automation. IEEE, 2011; pp. 5576-5580. http://dx.doi.org/10.1109/ICRA.2011.5979958</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Buys K., Bellens S., Vanthienen N., Decre W., Klotzbucher M., De Laet T., Smits R., Bruyninckx H., De Schutter J. Haptic coupling with the PR2 as a demo of the OROCOS-ROS-Blender integration. In: IROS PR2 Workshop. San Francisco, California. 2011;25:30.</mixed-citation><mixed-citation xml:lang="en">Buys K., Bellens S., Vanthienen N., Decre W., Klotzbucher M., De Laet T., Smits R., Bruyninckx H., De Schutter J. Haptic coupling with the PR2 as a demo of the OROCOS-ROS-Blender integration. In: IROS PR2 Workshop. San Francisco, California. 2011;25:30.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Петин В. Микрокомпьютеры Raspberry Pi: Практическое руководство. СПб.: БХВ-Петербург, 2015. 240 с. ISBN 978-5-9775-3519-9 [Petin V. Microcomputers Raspberry Pi: A Practical Guide. SPb.: BHV-Peterburg Publ., 2015. 240 p. ISBN 978-5-9775-3519-9 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Petin V. Microcomputers Raspberry Pi: A Practical Guide. SPb.: BHV-Peterburg Publ., 2015. 240 p. ISBN 978-5-9775-3519-9 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Манько С.В., Диане С.А., Новосельский А.К. Макетный образец многоагентной робототехнической системы на базе платформы KUKA youBot. Труды Международной научно-технической конференции «Экстремальная робототехника» (Санкт-Петербург, 2015). СПб.: Политехника-сервис, 2015. С. 210–214. [Manko S.V., Diane S.A., Novoselsky A.K. A prototype of multi-agent robotic system based on KUKA youBot platform. Proceedings of the International Scientific and Technical Conference “Extreme Robotics’ (St. Petersburg, 2015). SPb.: Polytechnic service, 2015; pp. 210-214. (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Manko S.V., Diane S.A., Novoselsky A.K. A prototype of multi-agent robotic system based on KUKA youBot platform. Proceedings of the International Scientific and Technical Conference “Extreme Robotics’ (St. Petersburg, 2015). SPb.: Polytechnic service, 2015; pp. 210-214. (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Schillaci G., Schillaci F., Hafner V.V. A Customisable underwater robot. arXiv preprint arXiv:1707.06564. 2017. https://arxiv.org/abs/1707.06564</mixed-citation><mixed-citation xml:lang="en">Schillaci G., Schillaci F., Hafner V.V. A Customisable underwater robot. arXiv preprint arXiv:1707.06564. 2017. https://arxiv.org/abs/1707.06564</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Carlson D.F., Rysgaard S. Adapting open-source drone autopilots for real-time iceberg observations. MethodsX. 2018;5:1059-1072. http://dx.doi.org/10.1016/j.mex.2018.09.003</mixed-citation><mixed-citation xml:lang="en">Carlson D.F., Rysgaard S. Adapting open-source drone autopilots for real-time iceberg observations. MethodsX. 2018;5:1059-1072. http://dx.doi.org/10.1016/j.mex.2018.09.003</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Simon G.A., Moore J.M., Clark A.J., McKinley P.K. Evo-ROS: integrating evolution and the robot operating system. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM, 2018; pp. 1386-1393. http://dx.doi.org/10.1145/3205651.3208269</mixed-citation><mixed-citation xml:lang="en">Simon G.A., Moore J.M., Clark A.J., McKinley P.K. Evo-ROS: integrating evolution and the robot operating system. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM, 2018; pp. 1386-1393. http://dx.doi.org/10.1145/3205651.3208269</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Ebeid E., Skriver M., Terkildsen K.H., Jensen K. A survey of open-source UAV flight controllers and flight simulators. Microprocessors and Microsystems. 2018;61:11-20. http://dx.doi.org/10.1016/j.micpro.2018.05.002</mixed-citation><mixed-citation xml:lang="en">Ebeid E., Skriver M., Terkildsen K.H., Jensen K. A survey of open-source UAV flight controllers and flight simulators. Microprocessors and Microsystems. 2018;61:11-20. http://dx.doi.org/10.1016/j.micpro.2018.05.002</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Pop S., Luculescu M.C., Cristea L., Zamfira C.S., Boer A.L. Improving communication between unmanned aerial vehicles and ground control station using antenna tracking systems. In: Auer M., Zutin D. (eds) Online Engineering &amp; Internet of Things. Lecture Notes in Networks and Systems. V. 22. Springer, Cham, 2018; pp. 532-539. https://doi. org/10.1007/978-3-319-64352-6_49</mixed-citation><mixed-citation xml:lang="en">Pop S., Luculescu M.C., Cristea L., Zamfira C.S., Boer A.L. Improving communication between unmanned aerial vehicles and ground control station using antenna tracking systems. In: Auer M., Zutin D. (eds) Online Engineering &amp; Internet of Things. Lecture Notes in Networks and Systems. V. 22. Springer, Cham, 2018; pp. 532-539. https://doi. org/10.1007/978-3-319-64352-6_49</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">ArduPilot Documentation – [Electronic resource]: URL:http://ardupilot.org/ardupilot/index.html</mixed-citation><mixed-citation xml:lang="en">ArduPilot Documentation – [Electronic resource]: URL:http://ardupilot.org/ardupilot/index.html</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Журавлёв Д.О., Наинг З.Х. Эволюция систем управления беспилотных летательных аппаратов: от появления до наших дней. Достижения и перспективы современной науки. Материалы Междунар. научно-практической конф. Нефтекамск: Научно-издательский центр «Мир науки», 2017. С. 57-87. [Zhuravlev D.O., Naing Z.H. The evolution of control systems for unmanned aerial vehicles: from appearance to the present day. In: Achievements and Prospects of Modern Science. Proceed. of the International Scientific and Technical Conference. Neftekamsk: Scientific Publishing Center “Mir nauki”, 2017. Р. 57-87 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Zhuravlev D.O., Naing Z.H. The evolution of control systems for unmanned aerial vehicles: from appearance to the present day. In: Achievements and Prospects of Modern Science. Proceed. of the International Scientific and Technical Conference. Neftekamsk: Scientific Publishing Center “Mir nauki”, 2017. Р. 57-87 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Meier L., Tanskanen P., Heng L., Lee G.H. PIXHAWK: A micro aerial vehicle design for autonomous flight using onboard computer vision. Autonomous Robots. 2012;33(1-2):21-39. http://dx.doi.org/10.1007/s10514-012-9281-4</mixed-citation><mixed-citation xml:lang="en">Meier L., Tanskanen P., Heng L., Lee G.H. PIXHAWK: A micro aerial vehicle design for autonomous flight using onboard computer vision. Autonomous Robots. 2012;33(1-2):21-39. http://dx.doi.org/10.1007/s10514-012-9281-4</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Li Y., Scanavino M., Capello E., Dabbene F. A novel distributed architecture for UAV indoor navigation. Transportation Research Procedia. 2018;35:13-22. http://dx.doi.org/10.1016/j.trpro.2018.12.003</mixed-citation><mixed-citation xml:lang="en">Li Y., Scanavino M., Capello E., Dabbene F. A novel distributed architecture for UAV indoor navigation. Transportation Research Procedia. 2018;35:13-22. http://dx.doi.org/10.1016/j.trpro.2018.12.003</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Макаров И.М., Лохин В.М. Интеллектуальные системы автоматического управления. М.: Физматлит, 2001. 576 c. [Makarov I.M., Lokhin V.M. Intelligent automatic control systems. Moscow: Fizmatlit Publ., 2001. 576 p. (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Makarov I.M., Lokhin V.M. Intelligent automatic control systems. Moscow: Fizmatlit Publ., 2001. 576 p. (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Abeywardena D., Pounds P., Dissanayake G. Design and development of ReCOPTER: An open source ROSbased multi-rotor platform for research. In: Proceed. Austral. Conf. Robot. Autom. (ACRA). 2015. 10 p. http://hdl. handle.net/10453/117849</mixed-citation><mixed-citation xml:lang="en">Abeywardena D., Pounds P., Dissanayake G. Design and development of ReCOPTER: An open source ROSbased multi-rotor platform for research. In: Proceed. Austral. Conf. Robot. Autom. (ACRA). 2015. 10 p. http://hdl. handle.net/10453/117849</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Meier L. Dynamic Robot Architecture for Robust Realtime Computer Vision: Doctoral Thesis. ETH Zürich, 2017. https://doi.org/10.3929/ethz-a-010874068</mixed-citation><mixed-citation xml:lang="en">Meier L. Dynamic Robot Architecture for Robust Realtime Computer Vision: Doctoral Thesis. ETH Zürich, 2017. https://doi.org/10.3929/ethz-a-010874068</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Koubaa A., Qureshi B. DroneTrack: Cloud-based real-time object tracking using unmanned aerial vehicles over the Internet. IEEE Access. 2018;6:13810-13824. https://doi.org/10.1109/ACCESS.2018.2811762</mixed-citation><mixed-citation xml:lang="en">Koubaa A., Qureshi B. DroneTrack: Cloud-based real-time object tracking using unmanned aerial vehicles over the Internet. IEEE Access. 2018;6:13810-13824. https://doi.org/10.1109/ACCESS.2018.2811762</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Lamping A.P., Ouwerkerk J.N., Cohen K. Multi-UAV Control and Supervision with ROS. In: Proceed. 2018 Aviation Technology, Integration, and Operations Conference. At Atlanta, GA, Volume: AIAA AVIATION Forum. 2018; p. 4245. https://doi.org/10.2514/6.2018-4245</mixed-citation><mixed-citation xml:lang="en">Lamping A.P., Ouwerkerk J.N., Cohen K. Multi-UAV Control and Supervision with ROS. In: Proceed. 2018 Aviation Technology, Integration, and Operations Conference. At Atlanta, GA, Volume: AIAA AVIATION Forum. 2018; p. 4245. https://doi.org/10.2514/6.2018-4245</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Chen S., F Laefer D., Mangina E. State of technology review of civilian UAVs. Recent Patents on Engineering. 2016;10(3):160-174. https://doi.org/10.2174/1872212110666160712230039</mixed-citation><mixed-citation xml:lang="en">Chen S., F Laefer D., Mangina E. State of technology review of civilian UAVs. Recent Patents on Engineering. 2016;10(3):160-174. https://doi.org/10.2174/1872212110666160712230039</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Seo J., Paik J., Yim M. Modular reconfigurable robotics. Annual Review of Control, Robotics, and Autonomous Systems. 2019;2:63-88. https://doi.org/10.1146/annurev-control-053018-023834</mixed-citation><mixed-citation xml:lang="en">Seo J., Paik J., Yim M. Modular reconfigurable robotics. Annual Review of Control, Robotics, and Autonomous Systems. 2019;2:63-88. https://doi.org/10.1146/annurev-control-053018-023834</mixed-citation></citation-alternatives></ref><ref id="cit57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Alattas R.J., Patel S., Sobh T. M. Evolutionary modular robotics: Survey and analysis. Journal of Intelligent &amp; Robotic Systems. 2019;95(3-4):815-828. https://doi.org/10.1007/s10846-018-0902-9</mixed-citation><mixed-citation xml:lang="en">Alattas R.J., Patel S., Sobh T. M. Evolutionary modular robotics: Survey and analysis. Journal of Intelligent &amp; Robotic Systems. 2019;95(3-4):815-828. https://doi.org/10.1007/s10846-018-0902-9</mixed-citation></citation-alternatives></ref><ref id="cit58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Ostergaard E.H., Kassow K., Beck R., Lund H.H. Design of the ATRON lattice-based self-reconfigurable robot. Autonomous Robots. 2006;21(2):165-183. http://dx.doi.org/10.1007/s10514-006-8546-1</mixed-citation><mixed-citation xml:lang="en">Ostergaard E.H., Kassow K., Beck R., Lund H.H. Design of the ATRON lattice-based self-reconfigurable robot. Autonomous Robots. 2006;21(2):165-183. http://dx.doi.org/10.1007/s10514-006-8546-1</mixed-citation></citation-alternatives></ref><ref id="cit59"><label>59</label><citation-alternatives><mixed-citation xml:lang="ru">Garcia R.F.M., Lyder A., Christensen D.J., Stoy K. Reusable electronics and adaptable communication as implemented in the odin modular robot. In: Proceed. IEEE International Conference on Robotics and Automation. IEEE, 2009; pp. 1152-1158. http://dx.doi.org/10.1109/ROBOT.2009.5152811</mixed-citation><mixed-citation xml:lang="en">Garcia R.F.M., Lyder A., Christensen D.J., Stoy K. Reusable electronics and adaptable communication as implemented in the odin modular robot. In: Proceed. IEEE International Conference on Robotics and Automation. IEEE, 2009; pp. 1152-1158. http://dx.doi.org/10.1109/ROBOT.2009.5152811</mixed-citation></citation-alternatives></ref><ref id="cit60"><label>60</label><citation-alternatives><mixed-citation xml:lang="ru">Romanishin J. W., Gilpin K., Rus D. M-blocks: Momentum-driven, magnetic modular robots. In: Proc. 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2013; pp. 4288-4295. https://doi.org/10.1109/IROS.2013.6696971</mixed-citation><mixed-citation xml:lang="en">Romanishin J. W., Gilpin K., Rus D. M-blocks: Momentum-driven, magnetic modular robots. In: Proc. 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2013; pp. 4288-4295. https://doi.org/10.1109/IROS.2013.6696971</mixed-citation></citation-alternatives></ref><ref id="cit61"><label>61</label><citation-alternatives><mixed-citation xml:lang="ru">Yim M., Duff D.G., Roufas K.D. PolyBot: a modular reconfigurable robot. In: Proceed. of the IEEE International Conference on Robotics and Automation (ICRA’00). San Francisco, Calif, USA, 2000. V. 1. P. 514-520. https://doi.org/10.1109/ROBOT.2000.844106</mixed-citation><mixed-citation xml:lang="en">Yim M., Duff D.G., Roufas K.D. PolyBot: a modular reconfigurable robot. In: Proceed. of the IEEE International Conference on Robotics and Automation (ICRA’00). San Francisco, Calif, USA, 2000. V. 1. P. 514-520. https://doi.org/10.1109/ROBOT.2000.844106</mixed-citation></citation-alternatives></ref><ref id="cit62"><label>62</label><citation-alternatives><mixed-citation xml:lang="ru">Brunete A., Hernandj M., Gambao E., Torres J.E. A behaviour-based control architecture for heterogeneous modular, multi-configurable, chained micro-robots. Robotics and Autonomous Systems. 2012;60(12):1607-1624. https://doi.org/10.1016/j.robot.2012.09.019</mixed-citation><mixed-citation xml:lang="en">Brunete A., Hernandj M., Gambao E., Torres J.E. A behaviour-based control architecture for heterogeneous modular, multi-configurable, chained micro-robots. Robotics and Autonomous Systems. 2012;60(12):1607-1624. https://doi.org/10.1016/j.robot.2012.09.019</mixed-citation></citation-alternatives></ref><ref id="cit63"><label>63</label><citation-alternatives><mixed-citation xml:lang="ru">Макаров И.М., Лохин В.М. Технологии обработки знаний в задачах управления автономными мехатронно-модульными реконфигурируемыми роботами. Информационные технологии. 2010;(S8):1-32. [Makarov I.M., Lokhin V.M. Knowledge processing technologies for autonomous mechatronic-modular reconfigurable robots control tasks. Informatsionnye tekhnologii (Information Technology). 2010;(S8):1-32 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Makarov I.M., Lokhin V.M. Knowledge processing technologies for autonomous mechatronic-modular reconfigurable robots control tasks. Informatsionnye tekhnologii (Information Technology). 2010;(S8):1-32 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit64"><label>64</label><citation-alternatives><mixed-citation xml:lang="ru">Макаров И.М., Лохин В.М., Манько С.В., Романов М.П., Крюченков Е.Н., Кучерский Р.В., Диане С.А. Мультиагентные робототехнические системы: примеры и перспективы применения. Мехатроника, автоматизация, управление. 2012; (2):22-32. [Makarov I.M. [et al.] Multi-agent robotic systems: examples and prospects of application. Mekhatronika, avtomatizatsiya, upravlenie [Mechatronics, Automation, Control]. 2012;(2):22-32 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Makarov I.M. [et al.] Multi-agent robotic systems: examples and prospects of application. Mekhatronika, avtomatizatsiya, upravlenie [Mechatronics, Automation, Control]. 2012;(2):22-32 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit65"><label>65</label><citation-alternatives><mixed-citation xml:lang="ru">Murata S., Kurokawa H. Self-organizing robots. Volume 77 of Springer tracts in advanced robotics. NY, USA: Springer, 2012. http://dx.doi.org/10.1007/978-4-431-54055-7</mixed-citation><mixed-citation xml:lang="en">Murata S., Kurokawa H. Self-organizing robots. Volume 77 of Springer tracts in advanced robotics. NY, USA: Springer, 2012. http://dx.doi.org/10.1007/978-4-431-54055-7</mixed-citation></citation-alternatives></ref><ref id="cit66"><label>66</label><citation-alternatives><mixed-citation xml:lang="ru">Guanghua Z., Zhicheng D., Wei W. Realization of a modular reconfigurable robot for rough terrain. In: Procced. of the 2006 IEEE International Conference on Mechatronics and Automation. 2006; pp. 289-294. http://dx.doi.org/10.1109/ICMA.2006.257529</mixed-citation><mixed-citation xml:lang="en">Guanghua Z., Zhicheng D., Wei W. Realization of a modular reconfigurable robot for rough terrain. In: Procced. of the 2006 IEEE International Conference on Mechatronics and Automation. 2006; pp. 289-294. http://dx.doi.org/10.1109/ICMA.2006.257529</mixed-citation></citation-alternatives></ref><ref id="cit67"><label>67</label><citation-alternatives><mixed-citation xml:lang="ru">Wolfe K.C., Moses M., Kutzer M., Chirikjian G.S. M 3 Express: a low-cost independently-mobile reconfigurable modular robot. In: Procced. of 2012 IEEE International Conference on Robotics and Automation. 2012; pp. 2704-2710. http://dx.doi.org/10.1109/ICRA.2012.6224971</mixed-citation><mixed-citation xml:lang="en">Wolfe K.C., Moses M., Kutzer M., Chirikjian G.S. M 3 Express: a low-cost independently-mobile reconfigurable modular robot. In: Procced. of 2012 IEEE International Conference on Robotics and Automation. 2012; pp. 2704-2710. http://dx.doi.org/10.1109/ICRA.2012.6224971</mixed-citation></citation-alternatives></ref><ref id="cit68"><label>68</label><citation-alternatives><mixed-citation xml:lang="ru">O’Hara I., Paulos J., Davey J., Eckenstein N. Self-assembly of a swarm of autonomous boats into floating structures. In: Proceed. of the IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2014; pp. 1234-1240. http://dx.doi.org/10.1109/ICRA.2014.6907011</mixed-citation><mixed-citation xml:lang="en">O’Hara I., Paulos J., Davey J., Eckenstein N. Self-assembly of a swarm of autonomous boats into floating structures. In: Proceed. of the IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2014; pp. 1234-1240. http://dx.doi.org/10.1109/ICRA.2014.6907011</mixed-citation></citation-alternatives></ref><ref id="cit69"><label>69</label><citation-alternatives><mixed-citation xml:lang="ru">Павлюк Н.А., Крестовников К.Д., Пыхов Д.Э. Мобильная автономная реконфигурируемая система. Проблемы региональной энергетики. 2018;1(36):125-135. http://dx.doi.org/10.5281/zenodo.1217296 [Pavlyuk N.A., Krestovnikov K.D., Pykhov D.E. Mobile autonomous reconfigurable system. Problemy regionalnoi energetiki = Problems of Regional Energetics. 2018;1(36):125-135 (in Russ.). http://dx.doi.org/10.5281/zenodo.1217296]</mixed-citation><mixed-citation xml:lang="en">Pavlyuk N.A., Krestovnikov K.D., Pykhov D.E. Mobile autonomous reconfigurable system. Problemy regionalnoi energetiki = Problems of Regional Energetics. 2018;1(36):125-135 (in Russ.). http://dx.doi.org/10.5281/zenodo.1217296</mixed-citation></citation-alternatives></ref><ref id="cit70"><label>70</label><citation-alternatives><mixed-citation xml:lang="ru">Андреев В.П., Ким В.Л., Подураев Ю.В. Сетевые решения в архитектуре гетерогенных модульных мобильных роботов. Робототехника и техническая кибернетика. 2016;3:23-29. [Andreev V.P., Kim V.L., Poduraev Yu.V. Network-based design of heterogeneous modular mobile robotic systems. Robototekhnika i tekhnicheskaya kibernetika = Robotics and Technical Cybernetics. 2016;3:23-29 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Andreev V.P., Kim V.L., Poduraev Yu.V. Network-based design of heterogeneous modular mobile robotic systems. Robototekhnika i tekhnicheskaya kibernetika = Robotics and Technical Cybernetics. 2016;3:23-29 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit71"><label>71</label><citation-alternatives><mixed-citation xml:lang="ru">Андреев В.П., Подураев Ю.В. Функционально-модульный принцип построения гетерогенных мобильных роботов. Труды Международной научно-технической конференции «Экстремальная робототехника». СПб.: ООО «АП4Принт», 2016. С. 39–49. [Andreev V.P., Poduraev Yu.V. Functional-modular design of heterogeneous mobile robotic systems. In: Proceed. of the International Scientific and Technological Conference “Extreme Robotics”. Saint-Petersburg: AP4Print Publ., 2016. P. 39-49 (in Russ. / Engl.).]</mixed-citation><mixed-citation xml:lang="en">Andreev V.P., Poduraev Yu.V. Functional-modular design of heterogeneous mobile robotic systems. In: Proceed. of the International Scientific and Technological Conference “Extreme Robotics”. Saint-Petersburg: AP4Print Publ., 2016. P. 39-49 (in Russ. / Engl.).</mixed-citation></citation-alternatives></ref><ref id="cit72"><label>72</label><citation-alternatives><mixed-citation xml:lang="ru">Лопота А.В., Юревич Е.И. Этапы и перспективы развития модульного принципа построения робототехнических систем. Научно-технические ведомости Санкт-Петербургского государственного политехнического университета. Информатика. Телекоммуникации. Управление. 2013;1(164):98-103. [Lopota A.V., Yurevich E.I. Stages and development prospects of robotic systems design modular principle. Nauchno tekhnicheskie vedomosti Sankt-Peterburgskogo gosudarstvennogo politekhnicheskogo universiteta. Informatika. Telekommunikatsii. Upravlenie = St. Petersburg State Polytechnical University Journal. Computer Science. Telecommunication and Control Systems. 2013;1(164):98-103 (in Russ.).]</mixed-citation><mixed-citation xml:lang="en">Lopota A.V., Yurevich E.I. Stages and development prospects of robotic systems design modular principle. Nauchno tekhnicheskie vedomosti Sankt-Peterburgskogo gosudarstvennogo politekhnicheskogo universiteta. Informatika. Telekommunikatsii. Upravlenie = St. Petersburg State Polytechnical University Journal. Computer Science. Telecommunication and Control Systems. 2013;1(164):98-103 (in Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit73"><label>73</label><citation-alternatives><mixed-citation xml:lang="ru">Thakker R., Kamat A., Bharambe S., Cheddarwar S.S., Bhurchandi K.M. Rebis-reconfigurable bipedal snake robot. In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2014; pp. 309-314. https://doi.org/10.1109/iros.2014.6942577</mixed-citation><mixed-citation xml:lang="en">Thakker R., Kamat A., Bharambe S., Cheddarwar S.S., Bhurchandi K.M. Rebis-reconfigurable bipedal snake robot. In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2014; pp. 309-314. https://doi.org/10.1109/iros.2014.6942577</mixed-citation></citation-alternatives></ref><ref id="cit74"><label>74</label><citation-alternatives><mixed-citation xml:lang="ru">Андреев В.П., Ким В.Л., Плетенев П.Ф. Программно-аппаратное решение оперативного реконфигурирования гетерогенных роботов. Мехатроника, автоматизация, управление. 2018;19(6):387-395. http://novtex.ru/mech/eng/doi/mau.19.387-395.html [Andreev V.P., Kim V.L., Pletenev P.F. Hardware and software solution for rapid reconfiguration of heterogeneous robots. Mekhatronika, avtomatizatsiya, upravlenie = Mechatronics, automation, control. 2018;19(6):387-395 (in Russ.). http://novtex.ru/mech/eng/doi/mau.19.387-395.html]</mixed-citation><mixed-citation xml:lang="en">Andreev V.P., Kim V.L., Pletenev P.F. Hardware and software solution for rapid reconfiguration of heterogeneous robots. Mekhatronika, avtomatizatsiya, upravlenie = Mechatronics, automation, control. 2018;19(6):387-395 (in Russ.). http://novtex.ru/mech/eng/doi/mau.19.387-395.html</mixed-citation></citation-alternatives></ref><ref id="cit75"><label>75</label><citation-alternatives><mixed-citation xml:lang="ru">Андреев В.П., Плетенев П.Ф. Метод информационного взаимодействия для систем распределенного управления в роботах с модульной архитектурой. Труды СПИИРАН. 2018;2(57):134-160. https://doi.org/10.15622/sp.57.6 [Andreev V.P., Pletenev P.F. Method of information interaction for distributed control systems of robots with modular architecture. Trudy SPIIRAN = SPIIRAS Proceedings. 2018;2(57):134-160 (in Russ.)]. https://doi.org/10.15622/sp.57.6</mixed-citation><mixed-citation xml:lang="en">Andreev V.P., Pletenev P.F. Method of information interaction for distributed control systems of robots with modular architecture. Trudy SPIIRAN = SPIIRAS Proceedings. 2018;2(57):134-160 (in Russ.)]. https://doi.org/10.15622/sp.57.6</mixed-citation></citation-alternatives></ref><ref id="cit76"><label>76</label><citation-alternatives><mixed-citation xml:lang="ru">Kirsanov K. Software architecture of control system for heterogeneous group of mobile robots. Procedia Engineering. 2015;100:278-282. https://doi.org/10.1016/j.proeng.2015.01.368</mixed-citation><mixed-citation xml:lang="en">Kirsanov K. Software architecture of control system for heterogeneous group of mobile robots. Procedia Engineering. 2015;100:278-282. https://doi.org/10.1016/j.proeng.2015.01.368</mixed-citation></citation-alternatives></ref><ref id="cit77"><label>77</label><citation-alternatives><mixed-citation xml:lang="ru">Brunete A., Ranganath A., Segovia S., de Frutos J.P., Hernando M., Gambao E. Current trends in reconfigurable modular robots design. International Journal of Advanced Robotic Systems. 2017;14(3):1-21. https://doi.org/10.1177/1729881417710457</mixed-citation><mixed-citation xml:lang="en">Brunete A., Ranganath A., Segovia S., de Frutos J.P., Hernando M., Gambao E. Current trends in reconfigurable modular robots design. International Journal of Advanced Robotic Systems. 2017;14(3):1-21. https://doi.org/10.1177/1729881417710457</mixed-citation></citation-alternatives></ref><ref id="cit78"><label>78</label><citation-alternatives><mixed-citation xml:lang="ru">Yim M., White P., Park M., Sastra J. Modular self-reconfigurable robots. In: Encyclopedia of complexity and systems science / eds. R.A. Meyers. New York: Springer, 2009. P. 5618-5631. https://doi.org/10.1007/978-0-387-30440-3_334</mixed-citation><mixed-citation xml:lang="en">Yim M., White P., Park M., Sastra J. Modular self-reconfigurable robots. In: Encyclopedia of complexity and systems science / eds. R.A. Meyers. New York: Springer, 2009. P. 5618-5631. https://doi.org/10.1007/978-0-387-30440-3_334</mixed-citation></citation-alternatives></ref><ref id="cit79"><label>79</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang Y., Roufas K. D., Yim M. Software architecture for modular self-reconfigurable robots. Intelligent Robots and Systems, 2001. Proceed. of the 2001 IEEE/RSJ International Conference on. IEEE, 2001. V. 4; pp. 2355-2360.</mixed-citation><mixed-citation xml:lang="en">Zhang Y., Roufas K. D., Yim M. Software architecture for modular self-reconfigurable robots. Intelligent Robots and Systems, 2001. Proceed. of the 2001 IEEE/RSJ International Conference on. IEEE, 2001. V. 4; pp. 2355-2360.</mixed-citation></citation-alternatives></ref><ref id="cit80"><label>80</label><citation-alternatives><mixed-citation xml:lang="ru">Liedke J., Matthias R., Winkler L., Wörn H. The collective self-reconfigurable modular organism (CoSMO). In: 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. IEEE, 2013; pp. 1-6. https://doi.org/10.1109/AIM.2013.6584059</mixed-citation><mixed-citation xml:lang="en">Liedke J., Matthias R., Winkler L., Wörn H. The collective self-reconfigurable modular organism (CoSMO). In: 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. IEEE, 2013; pp. 1-6. https://doi.org/10.1109/AIM.2013.6584059</mixed-citation></citation-alternatives></ref><ref id="cit81"><label>81</label><citation-alternatives><mixed-citation xml:lang="ru">Moeckel R., Jaquier C., Drapel K., Dittrich E. Exploring adaptive locomotion with YaMoR, a novel autonomous modular robot with Bluetooth interface. Industrial Robot: An International Journal. 2006;33(4):285-290. https://doi.org/10.1108/01439910610667908</mixed-citation><mixed-citation xml:lang="en">Moeckel R., Jaquier C., Drapel K., Dittrich E. Exploring adaptive locomotion with YaMoR, a novel autonomous modular robot with Bluetooth interface. Industrial Robot: An International Journal. 2006;33(4):285-290. https://doi.org/10.1108/01439910610667908</mixed-citation></citation-alternatives></ref><ref id="cit82"><label>82</label><citation-alternatives><mixed-citation xml:lang="ru">Zykov V., Chan A., Lipson H. Molecubes: An open-source modular robotics kit. In: IROS-2007 SelfReconfigurable Robotics Workshop. 2007; pp. 3-6.</mixed-citation><mixed-citation xml:lang="en">Zykov V., Chan A., Lipson H. Molecubes: An open-source modular robotics kit. In: IROS-2007 SelfReconfigurable Robotics Workshop. 2007; pp. 3-6.</mixed-citation></citation-alternatives></ref><ref id="cit83"><label>83</label><citation-alternatives><mixed-citation xml:lang="ru">Qiao G., Song G., Zhang J., Sun H., Wang W., Song A. Design of transmote: a modular self-reconfigurable robot with versatile transformation capabilities. In: 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO). IEEE, 2012; pp. 1331-1336. https://doi.org/10.1109/ROBIO.2012.6491153</mixed-citation><mixed-citation xml:lang="en">Qiao G., Song G., Zhang J., Sun H., Wang W., Song A. Design of transmote: a modular self-reconfigurable robot with versatile transformation capabilities. In: 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO). IEEE, 2012; pp. 1331-1336. https://doi.org/10.1109/ROBIO.2012.6491153</mixed-citation></citation-alternatives></ref><ref id="cit84"><label>84</label><citation-alternatives><mixed-citation xml:lang="ru">Davey J., Kwok N., Yim M. Emulating self-reconfigurable robots-design of the SMORES system. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2012; pp. 4464-4469. https://doi.org/10.1109/IROS.2012.6385845</mixed-citation><mixed-citation xml:lang="en">Davey J., Kwok N., Yim M. Emulating self-reconfigurable robots-design of the SMORES system. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2012; pp. 4464-4469. https://doi.org/10.1109/IROS.2012.6385845</mixed-citation></citation-alternatives></ref><ref id="cit85"><label>85</label><citation-alternatives><mixed-citation xml:lang="ru">ROS Index: Packages – [Electronic resource]: URL:https://index.ros.org/packages/</mixed-citation><mixed-citation xml:lang="en">ROS Index: Packages – [Electronic resource]: URL:https://index.ros.org/packages/</mixed-citation></citation-alternatives></ref><ref id="cit86"><label>86</label><citation-alternatives><mixed-citation xml:lang="ru">Buyval A., Afanasyev I., Magid E. Comparative analysis of ROS-based Monocular SLAM methods for indoor navigation. In: 9th International Conference on Machine Vision (ICMV 2016). International Society for Optics and Photonics, 2017. V. 10341. P. 103411K. http://dx.doi.org/10.1117/12.2268809</mixed-citation><mixed-citation xml:lang="en">Buyval A., Afanasyev I., Magid E. Comparative analysis of ROS-based Monocular SLAM methods for indoor navigation. In: 9th International Conference on Machine Vision (ICMV 2016). International Society for Optics and Photonics, 2017. V. 10341. P. 103411K. http://dx.doi.org/10.1117/12.2268809</mixed-citation></citation-alternatives></ref><ref id="cit87"><label>87</label><citation-alternatives><mixed-citation xml:lang="ru">Lentin J. ROS Robotics Projects. Packt Publ. Ltd, 2017. 452 p.</mixed-citation><mixed-citation xml:lang="en">Lentin J. ROS Robotics Projects. Packt Publ. Ltd, 2017. 452 p.</mixed-citation></citation-alternatives></ref><ref id="cit88"><label>88</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou C., Li F., Cao W., Wang C. Design and implementation of a novel obstacle avoidance scheme based on combination of CNN-based deep learning method and liDAR-based image processing approach. Journal of Intelligent &amp; Fuzzy Systems. 2018;35(3):1-11. https://doi.org/10.3233/JIFS-169706</mixed-citation><mixed-citation xml:lang="en">Zhou C., Li F., Cao W., Wang C. Design and implementation of a novel obstacle avoidance scheme based on combination of CNN-based deep learning method and liDAR-based image processing approach. Journal of Intelligent &amp; Fuzzy Systems. 2018;35(3):1-11. https://doi.org/10.3233/JIFS-169706</mixed-citation></citation-alternatives></ref><ref id="cit89"><label>89</label><citation-alternatives><mixed-citation xml:lang="ru">Hennes D., Claes D., Meeussen W., Tuyls K. Multi-robot collision avoidance with localization uncertainty. In: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems. Vol. 1. International Foundation for Autonomous Agents and Multiagent Systems, 20124 147-154.</mixed-citation><mixed-citation xml:lang="en">Hennes D., Claes D., Meeussen W., Tuyls K. Multi-robot collision avoidance with localization uncertainty. In: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems. Vol. 1. International Foundation for Autonomous Agents and Multiagent Systems, 20124 147-154.</mixed-citation></citation-alternatives></ref><ref id="cit90"><label>90</label><citation-alternatives><mixed-citation xml:lang="ru">Reid R., Cfnn A., Meiklejohn C., Boeing A., Braunl T. Cooperative multi-robot navigation, exploration, mapping and object detection with ROS. In: 2013 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2013;1083-1088. https://doi.org/10.1109/IVS.2013.6629610</mixed-citation><mixed-citation xml:lang="en">Reid R., Cfnn A., Meiklejohn C., Boeing A., Braunl T. Cooperative multi-robot navigation, exploration, mapping and object detection with ROS. In: 2013 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2013;1083-1088. https://doi.org/10.1109/IVS.2013.6629610</mixed-citation></citation-alternatives></ref><ref id="cit91"><label>91</label><citation-alternatives><mixed-citation xml:lang="ru">Rubenstein M., Ahler C., Hoff N., Cabrera A., Nagpal R. Kilobot: A low cost robot with scalable operations designed for collective behaviors. Robotics and Autonomous Systems. 2014;62(7):966-975. https://doi.org/10.1016/j.robot.2013.08.006</mixed-citation><mixed-citation xml:lang="en">Rubenstein M., Ahler C., Hoff N., Cabrera A., Nagpal R. Kilobot: A low cost robot with scalable operations designed for collective behaviors. Robotics and Autonomous Systems. 2014;62(7):966-975. https://doi.org/10.1016/j.robot.2013.08.006</mixed-citation></citation-alternatives></ref><ref id="cit92"><label>92</label><citation-alternatives><mixed-citation xml:lang="ru">Lee B. H. Y., Morrison J. R., Sharma R. Multi-UAV control testbed for persistent UAV presence: ROS GPS waypoint tracking package and centralized task allocation capability. In: 2017 International Conference on Unmanned Aircraft Systems (ICUAS). IEEE, 2017;1742-1750. https://doi.org/10.1109/ICUAS.2017.7991424</mixed-citation><mixed-citation xml:lang="en">Lee B. H. Y., Morrison J. R., Sharma R. Multi-UAV control testbed for persistent UAV presence: ROS GPS waypoint tracking package and centralized task allocation capability. In: 2017 International Conference on Unmanned Aircraft Systems (ICUAS). IEEE, 2017;1742-1750. https://doi.org/10.1109/ICUAS.2017.7991424</mixed-citation></citation-alternatives></ref><ref id="cit93"><label>93</label><citation-alternatives><mixed-citation xml:lang="ru">Siwek M., Besseghieur K., Baranowski L. The effects of the swarm configuration and the obstacles placement on control signals transmission delays in decentralized ROS-embedded group of mobile robots. AIP Conference Proceedings. AIP Publishing, 2018;2029(1):020069.</mixed-citation><mixed-citation xml:lang="en">Siwek M., Besseghieur K., Baranowski L. The effects of the swarm configuration and the obstacles placement on control signals transmission delays in decentralized ROS-embedded group of mobile robots. AIP Conference Proceedings. AIP Publishing, 2018;2029(1):020069.</mixed-citation></citation-alternatives></ref><ref id="cit94"><label>94</label><citation-alternatives><mixed-citation xml:lang="ru">ArduPilot Swarming — Mission Planner documentation – [Electronic resource], URL:http://ardupilot.org/planner/docs/swarming.html</mixed-citation><mixed-citation xml:lang="en">ArduPilot Swarming — Mission Planner documentation – [Electronic resource], URL:http://ardupilot.org/planner/docs/swarming.html</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>
