Multi-purpose Control of a Moving Object Using Computer Vision Algorithms

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

The article is devoted to the design of control systems for moving objects using computer vision algorithms. The relevance of this research area is associated with the increasing use of autonomous vehicles for solving practically important tasks without human intervention. However, many of these tasks are impossible or inefficient to solve without using of visual information. The problem of visual positioning of a moving object equipped with an onboard video camera is considered. The purpose of the control is to provide the desired position of some observed object in the image plane of the camera. A mathematical model of the joint dynamics of a moving object and a set of observed points in the image plane is derived. Such joint dynamics are taken into account in control design because the camera, mounted on board, has restrictions on freedom of movement in space and on the speed of these movements. A multi-purpose approach to the synthesis of the control law is proposed, allowing to ensure the fulfillment of a set of requirements for the quality of processes in a closed-loop system in various regimes. The choice of adjustable elements of a multi-purpose structure is discussed. The application of the approach is illustrated by an example of control of a wheeled robot. The results of simulation performed in MATLAB/Simulink environment are presented.

Язык оригиналаанглийский
Название основной публикацииConvergent Cognitive Information Technologies - 3rd International Conference, Convergent 2018, Revised Selected Papers
РедакторыVladimir Sukhomlin, Elena Zubareva
ИздательSpringer Nature
Страницы231-241
Число страниц11
ISBN (печатное издание)9783030374358
DOI
СостояниеОпубликовано - 2020
Событие3rd International Scientific Conference on Convergent Cognitive Information Technologies, Convergent 2018 - Moscow, Российская Федерация
Продолжительность: 29 ноя 20182 дек 2018

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том1140 CCIS
ISSN (печатное издание)1865-0929
ISSN (электронное издание)1865-0937

конференция

конференция3rd International Scientific Conference on Convergent Cognitive Information Technologies, Convergent 2018
СтранаРоссийская Федерация
ГородMoscow
Период29/11/182/12/18

Предметные области Scopus

  • Компьютерные науки (все)
  • Математика (все)

Fingerprint Подробные сведения о темах исследования «Multi-purpose Control of a Moving Object Using Computer Vision Algorithms». Вместе они формируют уникальный семантический отпечаток (fingerprint).

Цитировать