Method for Unmanned Vehicles Automatic Positioning Based on Signal Radially Symmetric Markers Recognition of Underwater Targets

IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Automation and Remote Control Pub Date : 2023-10-01 DOI:10.1134/S000511792307010X
R. M. Shakirzyanov, M. P. Shleymovich, S. V. Novikova
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Abstract

The article describes a method for automatically recognizing the target points of the trajectories of unmanned vehicles moving underwater, such as autonomous submarines and flying underwater vehicles of aircraft-like structures. The coordinate of the center of an object with radial symmetry properties is considered a terminal control point. A method for constructing a multiscale weighted image model based on the developed fast radial symmetry transformation and the Hough method is proposed, which ensures noise stability and high speed of calculating the coordinates of the desired point. When the object of interest has a contour of a specific color, a model is based on our proposed chromatic and weight components. As an example of detection, we have given an algorithm for detecting a base underwater station with light markers as a signal luminous ring.

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基于水下目标信号径向对称标记识别的无人车自动定位方法
本文介绍了一种自动识别无人潜航器水下运动轨迹目标点的方法,如自主潜艇和飞机状结构的水下航行器。具有径向对称特性的对象的中心坐标被视为终端控制点。提出了一种基于快速径向对称变换和Hough方法构建多尺度加权图像模型的方法,该方法确保了噪声的稳定性和所需点坐标的高速计算。当感兴趣的对象具有特定颜色的轮廓时,模型基于我们提出的色度和权重分量。作为检测的一个例子,我们给出了一种以光标记为信号发光环的水下基站检测算法。
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来源期刊
Automation and Remote Control
Automation and Remote Control 工程技术-仪器仪表
CiteScore
1.70
自引率
28.60%
发文量
90
审稿时长
3-8 weeks
期刊介绍: Automation and Remote Control is one of the first journals on control theory. The scope of the journal is control theory problems and applications. The journal publishes reviews, original articles, and short communications (deterministic, stochastic, adaptive, and robust formulations) and its applications (computer control, components and instruments, process control, social and economy control, etc.).
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