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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">gyroscopy</journal-id><journal-title-group><journal-title xml:lang="ru">Гироскопия и навигация</journal-title><trans-title-group xml:lang="en"><trans-title>Giroskopiya i Navigatsiya</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0869-7035</issn><issn pub-type="epub">2075-0927</issn><publisher><publisher-name>AO «Концерн «ЦНИИ «Электроприбор»</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">gyroscopy-439</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>Статьи</subject></subj-group></article-categories><title-group><article-title>Использование адаптивной нейронечеткой сети в морской системе ориентации и курсоуказания</article-title><trans-title-group xml:lang="en"><trans-title></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>Ли</surname><given-names>Ц.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Цянь Ли, доктор. </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сунь</surname><given-names>Ф.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Фэн Сунь.    </p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ю</surname><given-names>Ф.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Фэй Ю. </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гао</surname><given-names>В.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Вэй Гао. </p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>Харбинский инженерный университет, Колледж научных исследований</institution><country>China</country></aff><aff xml:lang="ru" id="aff-2"><institution>Харбинский инженерный университет, Колледж автоматизации</institution><country>China</country></aff><pub-date pub-type="collection"><year>2014</year></pub-date><pub-date pub-type="epub"><day>29</day><month>01</month><year>2026</year></pub-date><volume>22</volume><issue>1</issue><fpage>62</fpage><lpage>69</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ли Ц., Сунь Ф., Ю Ф., Гао В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Ли Ц., Сунь Ф., Ю Ф., Гао В.</copyright-holder><copyright-holder xml:lang="en">Ли Ц., Сунь Ф., Ю Ф., Гао В.</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.gyroscopy.ru/jour/article/view/439">https://www.gyroscopy.ru/jour/article/view/439</self-uri><abstract><p>Обсуждается морская бесплатформенная система ориентации и курсоуказания (СОК), основанная на принципах бесплатформенной инерциальной навигационной системы (ИНС). В данной системе колебания ошибок ориентации и курса ограничиваются с помошью демпфирующей сети при коррекции показаний от электромагнитного лага. Для снижения ошибок ориентации и курса введена нейронечеткая сеть автоматического управления коэффициентом демпфирования в зависимости от условий маневров. Результаты испытаний подтверждают эффективность предложенного метода.</p></abstract><trans-abstract xml:lang="en"><p>A kind of marine strapdown attitude and heading reference system (AHRS) based on the principle of strapdown inertial navigation system (INS) is discussed here. With an electromagnetic (EM) log aided, the oscillations included in the attitude and heading errors are bounded by damping network. Furthermore, in order to de-crease attitude and heading errors aroused by EM log measurements, we introduce an adaptive network-based fuzzy inference system to control the damping ratio automatically in terms of the vessel maneuvers conditions. The results of test dem-onstrate the validity of proposed method.</p></trans-abstract><kwd-group xml:lang="en"><kwd>Network-based fuzzy</kwd><kwd>strapdown attitude and heading reference system</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">Terry, T. and Emanuel, L., The AN/WSN-7B marine gyrocompass and navigator [C], Proceedings of the 2000 National Technical Meeting of the Institute of Navigation, 2000, pp. 348–357.</mixed-citation><mixed-citation xml:lang="en">Terry, T. and Emanuel, L., The AN/WSN-7B marine gyrocompass and navigator [C], Proceedings of the 2000 National Technical Meeting of the Institute of Navigation, 2000, pp. 348–357.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Hue, Y.-K., Teixeira, F. L., San Martin, L. E., and Bittar, M., Modeling of EM logging tools in arbitrary 3-D borehole geometries using PML-FDTD, IEEE Geosciences and Remote Sensing Letters, 2005, no. 2(1), pp. 78–81.</mixed-citation><mixed-citation xml:lang="en">Hue, Y.-K., Teixeira, F. L., San Martin, L. E., and Bittar, M., Modeling of EM logging tools in arbitrary 3-D borehole geometries using PML-FDTD, IEEE Geosciences and Remote Sensing Letters, 2005, no. 2(1), pp. 78–81.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Demoz, G., Hayward, R.C., and Powell, J.D., Design of multi-sensor attitude determination sys-tem, IEEE Transactions on Aerospace and Electronic Systems, 2004, no. 40(2), pp. 627–649.</mixed-citation><mixed-citation xml:lang="en">Demoz, G., Hayward, R.C., and Powell, J.D., Design of multi-sensor attitude determination sys-tem, IEEE Transactions on Aerospace and Electronic Systems, 2004, no. 40(2), pp. 627–649.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Xingbo, L., Study on the Measuring of the Instantaneous Movements of the Ships based on SINS, Harbin Engineering University, 2009.</mixed-citation><mixed-citation xml:lang="en">Xingbo, L., Study on the Measuring of the Instantaneous Movements of the Ships based on SINS, Harbin Engineering University, 2009.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Weiren, L. and Liangjie, Zh., Adaptive hybrid intelligent control of an INS level damp network, Journal of Harbin Institute of Technology, 2005.11, no. 37(11).</mixed-citation><mixed-citation xml:lang="en">Weiren, L. and Liangjie, Zh., Adaptive hybrid intelligent control of an INS level damp network, Journal of Harbin Institute of Technology, 2005.11, no. 37(11).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Salychev, O. S., Applied Inertial Navigation: Problems and Solution, BMSTU Press, Russian, Moscow, 2004, pp. 191–209.</mixed-citation><mixed-citation xml:lang="en">Salychev, O. S., Applied Inertial Navigation: Problems and Solution, BMSTU Press, Russian, Moscow, 2004, pp. 191–209.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Yonggang, P., A study on engineering application of fuzzy control, PhD thesis, Zhejiang University, 2008.</mixed-citation><mixed-citation xml:lang="en">Yonggang, P., A study on engineering application of fuzzy control, PhD thesis, Zhejiang University, 2008.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Ahjebory, K.M., Ismaeel, S.A., and Alqaissi, A.M., Implementation of an intelligent INS navigator based on ANFIS, IEEE 2009 6th International Multi-Conference on Systems Signals and De-vices, 2009.</mixed-citation><mixed-citation xml:lang="en">Ahjebory, K.M., Ismaeel, S.A., and Alqaissi, A.M., Implementation of an intelligent INS navigator based on ANFIS, IEEE 2009 6th International Multi-Conference on Systems Signals and De-vices, 2009.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Malleswaran, M., Mary Anita, J., Sabreen, S.N., and Vaidehi, V., Real-time INS/GPS data fusion using hybrid adaptive network based fuzzy inference, 2010 11th Int. Conf. Control, Automation, Robotics and Vision, December 2010.</mixed-citation><mixed-citation xml:lang="en">Malleswaran, M., Mary Anita, J., Sabreen, S.N., and Vaidehi, V., Real-time INS/GPS data fusion using hybrid adaptive network based fuzzy inference, 2010 11th Int. Conf. Control, Automation, Robotics and Vision, December 2010.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Sun, F., Integrated Navigation System, Harbin Engineering University, China, 1996, pp. 151–159.</mixed-citation><mixed-citation xml:lang="en">Sun, F., Integrated Navigation System, Harbin Engineering University, China, 1996, pp. 151–159.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">El-Shafie, A., Hussain, A., and Elmagd Nour Eldin, A., ANFIS-based model for real-time INS/GPS data fusion for vehicular navigation system, IEEE 2009 International Conference on Computer Technology and Development, 2009.</mixed-citation><mixed-citation xml:lang="en">El-Shafie, A., Hussain, A., and Elmagd Nour Eldin, A., ANFIS-based model for real-time INS/GPS data fusion for vehicular navigation system, IEEE 2009 International Conference on Computer Technology and Development, 2009.</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>
