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Non-linear control of a group of tracked robots

  • Southern Federal University

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Abstract

The paper presents a solution of the problem of non-linear control law design for a group of mobile robots. The paper also provides a survey of modern methods and approaches to group control, discusses the use of methods for optimizing collective behavior, artificial potential fields, heuristic methods based on the recognition of the situation and the development of appropriate actions and methods based on the use of fuzzy logic. It is shown that when applying these methods, the problem of analyzing the stability of the obtained closed-loop control system is complex. From the survey of modern methods, the basic conditions imposed on the synthesized law of group control of robots are highlighted. These conditions are adaptability to the external environment and asymptotically stable movement of mobile robots to a given point in space with a given type of order. Therefore, the paper presents a method which is based on new non-linear approaches to the control of mobile robots' group, in particular, synergetic control theory. The main aspects of the proposed method are providing a stable moving of a group of tracked robots to the desire position, therefor in the result it makes a specified formation.

Original languageEnglish
Title of host publicationProceedings of the 17th International Conference on Industrial Informatics, INDIN 2019
PublisherIEEE
Pages1679-1684
Number of pages6
ISBN (Electronic)9781728129273
DOIs
Publication statusPublished - 1 Jul 2019
MoE publication typeA4 Conference publication
EventIEEE International Conference on Industrial Informatics - Aalto University, Helsinki and Espoo, Finland
Duration: 22 Jul 201925 Jul 2019
Conference number: 17
https://www.indin2019.org/

Publication series

NameIEEE International Conference on Industrial Informatics
PublisherIEEE
ISSN (Print)1935-4576
ISSN (Electronic)2378-363X

Conference

ConferenceIEEE International Conference on Industrial Informatics
Abbreviated titleINDIN
Country/TerritoryFinland
CityHelsinki and Espoo
Period22/07/201925/07/2019
Internet address

Funding

ACKNOWLEDGMENT This work was supported by the Russian Foundation for Basic Research, project no. 19-07-00645-A.

Keywords

  • Group control
  • Non-linear mathematical model
  • Synergetic control theory
  • Tracked robot

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