Image Guided Visual Tracking Control System for Unmanned Multirotor Aerial Vehicle with Uncertainty

Author:

Islam ShafiqulORCID,Mukhtar HusameldinORCID,Dias JorgeORCID

Abstract

This paper presents a wavelet-based image guided tracking control system for unmanned multirotor aerial vehicle system with the presence of uncertainty. The visual signals for the visual tracking process are developed by using wavelet coefficients. The design uses a multiresolution interaction matrix with half and details images to relate the time-variation of wavelet coefficients with the velocity of the aerial vehicle and controller. The proposed design is evaluated on a virtual quadrotor aerial vehicle system to demonstrate the effectiveness of the wavelet-based visual tracking system without using an image processing unit in the presence of uncertainty. In contrast to the classical visual tracking technique, the wavelet-based method does not require an image processing task.

Publisher

MDPI AG

Subject

Artificial Intelligence,Control and Optimization,Mechanical Engineering

Reference48 articles.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Image-based prescribed performance visual servoing control of a QUAV with hysteresis quantised input;International Journal of Systems Science;2023-05-12

2. An Evaluation of Direct Image Based Visual Tracking System for Autonomous Manipulation;IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society;2022-10-17

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