Guiding an Unmanned Aerial Vehicle with a Thermal Imaging Correlation-Contrast Algorithm of Automatic Tracking in Conditions of Information Counteraction

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Computer and Systems Sciences International Pub Date : 2024-01-12 DOI:10.1134/s1064230723060047
V. A. Boldinov, V. A. Bukhalev, A. A. Skrynnikov, B. L. Shapiro
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Abstract

The problem of constructing an algorithm for automatic tracking of a ground object for a guidance system (GS) for an unmanned aerial vehicle (UAV) is considered. The guidance system includes a thermal imaging target coordinator with a combined correlation-contrast direction finding algorithm and a strapdown inertial navigation system. Guidance takes place under conditions of information counteraction, which causes random interruptions in information and random changes in the power of interference, which are recorded by the corresponding indicators. A combined noise-resistant automatic tracking algorithm is obtained, using the readings of information interruption indicators, interference power, and measuring bearing angles, based on the theory of systems with a random jump structure. An example is given that illustrates the operation of the algorithm and demonstrates the satisfactory accuracy of automatic tracking.

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利用信息对抗条件下自动跟踪的热成像相关-对比算法引导无人驾驶飞行器
摘要 研究了为无人驾驶飞行器(UAV)的制导系统(GS)构建自动跟踪地面目标算法的问题。制导系统包括一个热成像目标协调器和一个相关-对比组合测向算法,以及一个带式惯性导航系统。制导是在信息对抗条件下进行的,信息对抗会导致信息的随机中断和干扰功率的随机变化,这些都会被相应的指示器记录下来。根据随机跳跃结构系统的理论,利用信息中断指示器读数、干扰功率和测量方位角,获得了一种综合抗噪自动跟踪算法。举例说明了该算法的运行情况,并展示了令人满意的自动跟踪精度。
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来源期刊
Journal of Computer and Systems Sciences International
Journal of Computer and Systems Sciences International 工程技术-计算机:控制论
CiteScore
1.50
自引率
33.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Journal of Computer and System Sciences International is a journal published in collaboration with the Russian Academy of Sciences. It covers all areas of control theory and systems. The journal features papers on the theory and methods of control, as well as papers devoted to the study, design, modeling, development, and application of new control systems. The journal publishes papers that reflect contemporary research and development in the field of control. Particular attention is given to applications of computer methods and technologies to control theory and control engineering. The journal publishes proceedings of international scientific conferences in the form of collections of regular journal articles and reviews by top experts on topical problems of modern studies in control theory.
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