Analytical reentry guidance framework based on swarm intelligence optimization and altitude-energy profile

IF 5.3 1区 工程技术 Q1 ENGINEERING, AEROSPACE
Hui XU , Guangbin CAI , Chaoxu MU , Xin LI
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引用次数: 0

Abstract

Aimed at improving the real-time performance of guidance instruction generation, an analytical hypersonic reentry guidance framework is presented. The key steps of the novel guidance framework are the parameterization of reentry guidance problems and the optimization of parameters. First, a quintic polynomial function of energy was designed to describe the altitude profile. Then, according to the altitude-energy profile, the altitude, velocity, flight path angle, and bank angle were obtained analytically, which naturally met the terminal constraints. In addition, the angle of the attack profile was determined using the velocity parameter. The swarm intelligent optimization algorithms were used to optimize the parameters. The path constraints were enforced by the penalty function method. Finally, extensive simulations were carried out in both nominal and dispersed cases, and the simulation results showed that the proposed guidance framework was effective, high-precision, and robust in different scenarios.

基于群智能优化和高度能量剖面的再入制导分析框架
为了提高制导指令生成的实时性能,本文提出了一个分析性高超音速再入制导框架。新型制导框架的关键步骤是再入制导问题的参数化和参数优化。首先,设计了一个能量的五次多项式函数来描述高度剖面。然后,根据高度-能量曲线,通过解析得到了高度、速度、飞行路径角和倾角,这自然就满足了终端约束条件。此外,还利用速度参数确定了攻击剖面的角度。采用蜂群智能优化算法对参数进行优化。路径约束通过惩罚函数法来实现。最后,在标称和分散两种情况下进行了大量仿真,仿真结果表明,所提出的制导框架在不同情况下都是有效、高精度和鲁棒性的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chinese Journal of Aeronautics
Chinese Journal of Aeronautics 工程技术-工程:宇航
CiteScore
10.00
自引率
17.50%
发文量
3080
审稿时长
55 days
期刊介绍: Chinese Journal of Aeronautics (CJA) is an open access, peer-reviewed international journal covering all aspects of aerospace engineering. The Journal reports the scientific and technological achievements and frontiers in aeronautic engineering and astronautic engineering, in both theory and practice, such as theoretical research articles, experiment ones, research notes, comprehensive reviews, technological briefs and other reports on the latest developments and everything related to the fields of aeronautics and astronautics, as well as those ground equipment concerned.
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