Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning Chebyshev neural network control approach

doi:10.1108/AEAT-06-2024-0188

	Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning Chebyshev neural network control approach
	Li, Genghuan 1,2; Jia, Qingxian 1,2; Wu, Yunhua 1,2; Liao, He 1,2; Zheng, Zhong 3
	2024-12-11
发表期刊	AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY
ISSN	1748-8842
摘要	PurposeThis paper aims to investigate the attitude synchronization issue of multi-spacecraft formation flying systems under the limited communication resources.Design/methodology/approachThe authors propose a distributed learning Chebyshev neural network controller (LCNNC) combining a dynamic event-triggered (DET) mechanism and a learning CNN model to achieve accurate multi-spacecraft attitude synchronization under communication constraints.FindingsThe proposed method can significantly reduce the internal communication frequency and improve the attitude synchronization accuracy.Practical implicationsThis method requires the low communication resources, has a high control accuracy and is thus suitable for engineering applications.Originality/valueA novel DET mechanism-based LCNNC is proposed to achieve the accurate multi-spacecraft attitude synchronization under communication constraints.
关键词	Spacecraft formation Attitude synchronization Chebyshev neural network Dynamic event-triggered Iterative learning algorithm
DOI	10.1108/AEAT-06-2024-0188
收录类别	SCIE
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Aerospace
WOS记录号	WOS:001372465000001
出版者	EMERALD GROUP PUBLISHING LTD
原始文献类型	Article ; Early Access
EISSN	1758-4213
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.library.ouchn.edu.cn/handle/39V7QQFX/173659
专题	国家开放大学江苏分部
通讯作者	Jia, Qingxian
作者单位	1.Nanjing Univ Aeronaut & Astronaut, Coll Astronaut, Nanjing, Peoples R China; 2.Nanjing Tech Univ, Nanjing, Peoples R China; 3.Jiangsu Open Univ, Sch informat technol, Nanjing, Peoples R China
推荐引用方式 GB/T 7714	Li, Genghuan,Jia, Qingxian,Wu, Yunhua,et al. Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning Chebyshev neural network control approach[J]. AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY,2024.
APA	Li, Genghuan,Jia, Qingxian,Wu, Yunhua,Liao, He,&Zheng, Zhong.(2024).Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning Chebyshev neural network control approach.AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY.
MLA	Li, Genghuan,et al."Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning Chebyshev neural network control approach".AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY (2024).