Skip to main content
Top
Published in: Scientific and Technical Information Processing 5/2023

01-12-2023

Situational-Command Motion Control of an Autonomous Unmanned Aerial Vehicle Searching for Forest Fires in an Unstable Air Environment

Authors: V. B. Melekhin, M. V. Khachumov

Published in: Scientific and Technical Information Processing | Issue 5/2023

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The major problems associated with the rapid detection of forest fire and smoke are considered based on the use of autonomous unmanned aerial vehicles for flying over and surveying certain areas. A method of searching for forest fires through a locally optimal flight route under conditions of uncertainty has been developed. We propose original provisions of fuzzy sets, which allow an autonomous unmanned aerial vehicle to build an effective information-analytical model of situational-command control for moving along a route obtained in real time. A model of knowledge representation and processing has been developed that allows the automatic synthesis of logical-transformational rules for situational-command motion control of the aircraft’s motion. It is shown that the proposed principle of building an information-analytical model makes it possible to reduce the complexity of selecting effective commands by significantly reducing the number of comparisons of the current situation with reference situations in the process of deriving solutions.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Moiseev, V., Osnovy teorii effektivnogo primeneniya bespilotnykh letatel’nykh apparatov (Foundations of the Theory of Efficient Use of Unmanned Aerial Vehicles), Kazan: Shkola, 2015. Moiseev, V., Osnovy teorii effektivnogo primeneniya bespilotnykh letatel’nykh apparatov (Foundations of the Theory of Efficient Use of Unmanned Aerial Vehicles), Kazan: Shkola, 2015.
6.
go back to reference Melekhin, V.B. and Khachumov, M.V., Planirovanie povedeniya avtonomnykh intellektual’nykh mobil’nykh sistem v usloviyakh neopredelennosti (Planning of Behavior of Automated Intelligent Mobile Systems under Uncertainty Conditions), St. Petersburg: Politekhnika, 2022, vol. 276. Melekhin, V.B. and Khachumov, M.V., Planirovanie povedeniya avtonomnykh intellektual’nykh mobil’nykh sistem v usloviyakh neopredelennosti (Planning of Behavior of Automated Intelligent Mobile Systems under Uncertainty Conditions), St. Petersburg: Politekhnika, 2022, vol. 276.
7.
go back to reference Chernyi, M.A. and Korablin, V.I., Vozdushnaya navigatsiya (Aerial Navigation), Moscow: Transport, 1991. Chernyi, M.A. and Korablin, V.I., Vozdushnaya navigatsiya (Aerial Navigation), Moscow: Transport, 1991.
9.
go back to reference Pospelov, D.A., Situatsionnoe upravlenie. Teoriya i praktika (Situational Control: Theory and Practice), Moscow: Nauka, 1986. Pospelov, D.A., Situatsionnoe upravlenie. Teoriya i praktika (Situational Control: Theory and Practice), Moscow: Nauka, 1986.
10.
go back to reference Venttsel’, E.S., Issledovanie operatsii. Zadachi, printsipy, metodologiya (Operations Research: Problems, Principles, and Methodology), Moscow: Nauka, 1980. Venttsel’, E.S., Issledovanie operatsii. Zadachi, printsipy, metodologiya (Operations Research: Problems, Principles, and Methodology), Moscow: Nauka, 1980.
12.
go back to reference Lebedev, G.N. and Efimov, A.V., Application of dynamic programming for routing of passage of mobile objects in a controlled region, Vestn. Samar. Gos. Aerokosmicheskogo Univ., 2011, no. 6, pp. 234–241. Lebedev, G.N. and Efimov, A.V., Application of dynamic programming for routing of passage of mobile objects in a controlled region, Vestn. Samar. Gos. Aerokosmicheskogo Univ., 2011, no. 6, pp. 234–241.
13.
go back to reference Tan, L. and Fomichev, A.V., The spatial flight route planning of unmanned aerial vehicles using the methods of mixed-integer linear programming, Vestn. Mosk. Gos. Tekh. Univ. N.E. Baumana. Ser. Priborostr., 2016, no. 2, pp. 53–66. Tan, L. and Fomichev, A.V., The spatial flight route planning of unmanned aerial vehicles using the methods of mixed-integer linear programming, Vestn. Mosk. Gos. Tekh. Univ. N.E. Baumana. Ser. Priborostr., 2016, no. 2, pp. 53–66.
14.
go back to reference Passino, K.M. and Yurkovich, S., Fuzzy Control, Boston: Addison Wesley Longman, 1998. Passino, K.M. and Yurkovich, S., Fuzzy Control, Boston: Addison Wesley Longman, 1998.
18.
go back to reference Anderson, J.A., Discrete Mathematics with Combinatorics, Upper Saddle River, N.J.: Prentice Hall, 2003. Anderson, J.A., Discrete Mathematics with Combinatorics, Upper Saddle River, N.J.: Prentice Hall, 2003.
Metadata
Title
Situational-Command Motion Control of an Autonomous Unmanned Aerial Vehicle Searching for Forest Fires in an Unstable Air Environment
Authors
V. B. Melekhin
M. V. Khachumov
Publication date
01-12-2023
Publisher
Pleiades Publishing
Published in
Scientific and Technical Information Processing / Issue 5/2023
Print ISSN: 0147-6882
Electronic ISSN: 1934-8118
DOI
https://doi.org/10.3103/S0147688223050118

Other articles of this Issue 5/2023

Scientific and Technical Information Processing 5/2023 Go to the issue

Premium Partner