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Avtomatika i Telemekhanika, 2017, Issue 12, Pages 141–154 (Mi at14955)  

This article is cited in 12 scientific papers (total in 12 papers)

Control in Technical Systems

UAV navigation based on videosequences captured by the onboard video camera

B. M. Miller, K. V. Stepanyan, A. K. Popov, A. B. Miller

Institute for Information Transmission Problems (Kharkevich Institute), Russian Academy of Sciences, Moscow, Russia
References:
Abstract: We propose an approach to navigation for an unmanned aerial vehicle based on finding elements of motion (EM) (linear and angular velocities) by processing the field of local velocities for the motion of an image taken by an onboard video camera. The field of velocities for the image motion, the so-called optical flow (OF), is a linear function of the EM, which allows to use it to find the latter and thus provides an additional way of navigation, which can be rather efficiently used for certain specific problems solved by an UAV in autonomous flight. In this work, we use an algorithm for computing the OF for a given motion of the vehicle (direct problem) and show how to reconstruct the motion of the vehicle by OF observations with methods of statistical estimation (inverse problem).
Keywords: navigation, UAV, optical flow, Kalman filter.
Funding agency Grant number
Russian Science Foundation 14-50-00150
This work was supported by the Russian Science Foundation, project no. 14-50-00150.
Presented by the member of Editorial Board: A. I. Kibzun

Received: 20.03.2017
English version:
Automation and Remote Control, 2017, Volume 78, Issue 12, Pages 2211–2221
DOI: https://doi.org/10.1134/S0005117917120098
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: B. M. Miller, K. V. Stepanyan, A. K. Popov, A. B. Miller, “UAV navigation based on videosequences captured by the onboard video camera”, Avtomat. i Telemekh., 2017, no. 12, 141–154; Autom. Remote Control, 78:12 (2017), 2211–2221
Citation in format AMSBIB
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\by B.~M.~Miller, K.~V.~Stepanyan, A.~K.~Popov, A.~B.~Miller
\paper UAV navigation based on videosequences captured by the onboard video camera
\jour Avtomat. i Telemekh.
\yr 2017
\issue 12
\pages 141--154
\mathnet{http://mi.mathnet.ru/at14955}
\elib{https://elibrary.ru/item.asp?id=30718065}
\transl
\jour Autom. Remote Control
\yr 2017
\vol 78
\issue 12
\pages 2211--2221
\crossref{https://doi.org/10.1134/S0005117917120098}
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  • https://www.mathnet.ru/eng/at14955
  • https://www.mathnet.ru/eng/at/y2017/i12/p141
  • This publication is cited in the following 12 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Avtomatika i Telemekhanika
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