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Probability Distribution Evolution Algorithm to Inertial Parameters Identification for Space Target
Feng GH; Li WH(李文皓); Zhang H(张珩); Xiao XX(肖歆昕); Zhang J(章杰)
Source Publication2017 4TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI)
2017
Conference Name4th International Conference on Systems and Informatics (ICSAI)
Conference DateNOV 11-13, 2017
Conference PlaceHangzhou, PEOPLES R CHINA
Abstract

A new probability distribution evolution algorithm (PDE) is proposed for inertial parameters identification of space target. Based on the conservation of angular momentum, the number of space target's inertial unknown parameters is reduced from 10 to 4 by using pseudo inverse operation. The pseudo-inverse solution consistency in multiple groups status is proposed as the optimization evaluation index, and identification simulations are carried out using PDE. A evaluation strategy is given to significantly improve identification accuracy while a small increase of calculation consumption. The statistical results of identification simulation examples show that by only using angular momentum measurement data, the proposed PDE and strategy can achieve the high precision identification for the target inertial parameters with large range change. And PDE is equivalent to the optimization ability of typical evolutionary algorithms, such as genetic algorithm (GE) and differential evolution algorithm (DE).

KeywordProbability Distribution Evolution Algorithm (Pde) Inertial Parameters Identification Space Target Pseudo-inverse Solution Consistency
WOS IDWOS:000427752100010
Funding OrganizationThis research was supported by the National Natural Science Foundation of China [grant number 11702294, 11002143] ; and the Key Project of Chinese National Programs for Fundamental Research and Development, 973 program [grant number 2013CB733000].
ISBN978-1-5386-1107-4
Indexed ByEI
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://dspace.imech.ac.cn/handle/311007/75551
Collection先进制造工艺力学重点实验室
Corresponding AuthorLi WH(李文皓)
Recommended Citation
GB/T 7714
Feng GH,Li WH,Zhang H,et al. Probability Distribution Evolution Algorithm to Inertial Parameters Identification for Space Target[C]2017 4TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI),2017.
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