Inversion method of the key structure parameters of light screen array measurement system using genetic algorithm
To effectively improve the measurement accuracy of the light screen array measurement system (LSA for short) in the evaluation of continuous rapid-firing weapon, the paper presents an inversion method to obtain the key structure parameters of LSA based on genetic algorithm. First, we systematically...
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          | Published in | Optik (Stuttgart) Vol. 206; p. 164064 | 
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| Main Authors | , , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
            Elsevier GmbH
    
        01.03.2020
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| Subjects | |
| Online Access | Get full text | 
| ISSN | 0030-4026 1618-1336  | 
| DOI | 10.1016/j.ijleo.2019.164064 | 
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| Abstract | To effectively improve the measurement accuracy of the light screen array measurement system (LSA for short) in the evaluation of continuous rapid-firing weapon, the paper presents an inversion method to obtain the key structure parameters of LSA based on genetic algorithm. First, we systematically introduce a measurement model based on the key structure parameters of the LSA. Second, we establish an objective function through the validation of the measurement results. Next, an inversion method is derived to generate many groups of structural parameters within the allowable error range. Finally, we can adopt a genetic algorithm to obtain a group of the key structural parameters which are the closest to their truth value. Through simulations and experiments, results show that the measurement model is corrected because of the key structural parameters through the inversion, and thus the accuracy of the LSA is effectively improved. | 
    
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| AbstractList | To effectively improve the measurement accuracy of the light screen array measurement system (LSA for short) in the evaluation of continuous rapid-firing weapon, the paper presents an inversion method to obtain the key structure parameters of LSA based on genetic algorithm. First, we systematically introduce a measurement model based on the key structure parameters of the LSA. Second, we establish an objective function through the validation of the measurement results. Next, an inversion method is derived to generate many groups of structural parameters within the allowable error range. Finally, we can adopt a genetic algorithm to obtain a group of the key structural parameters which are the closest to their truth value. Through simulations and experiments, results show that the measurement model is corrected because of the key structural parameters through the inversion, and thus the accuracy of the LSA is effectively improved. | 
    
| ArticleNumber | 164064 | 
    
| Author | Ni, Jinping Chen, Ding Chen, Rui Ji, Bowen  | 
    
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| CitedBy_id | crossref_primary_10_1016_j_ijleo_2022_168796 crossref_primary_10_3788_LOP240981 crossref_primary_10_1088_1742_6596_2137_1_012027 crossref_primary_10_1016_j_measurement_2022_111143 crossref_primary_10_1002_mop_70166 crossref_primary_10_1155_2022_6299093 crossref_primary_10_3390_math12142166 crossref_primary_10_1002_mop_33088 crossref_primary_10_1515_phys_2022_0007 crossref_primary_10_1109_ACCESS_2023_3336182 crossref_primary_10_1016_j_measurement_2021_110161 crossref_primary_10_1109_ACCESS_2021_3054389  | 
    
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| Keywords | Space structure Light screen array measurement system Photoelectric measurement Parameter inversion Genetic algorithm  | 
    
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| References | Chen, Ni (bib0035) 2018; 158 Gen (bib0010) 1991 Albertas, Vaclovas, Romualdas (bib0015) 2011; 15 Tian, Ni, Jiao (bib0030) 2015; 126 Tian, Yuan, Chen (bib0040) 2019; 181 Goldberg (bib0055) 1989 Chen, Ni (bib0050) 2017; 38 Tian, Ni, Jiao (bib0025) 2014; 43 Ni (bib0005) 2014 Wang (bib0060) 2011; 60 Li, Wang, Gao (bib0020) 2013; 124 Wu, Ni, Zhang (bib0045) 2014; 125 Tian (10.1016/j.ijleo.2019.164064_bib0025) 2014; 43 Tian (10.1016/j.ijleo.2019.164064_bib0040) 2019; 181 Chen (10.1016/j.ijleo.2019.164064_bib0050) 2017; 38 Goldberg (10.1016/j.ijleo.2019.164064_bib0055) 1989 Wang (10.1016/j.ijleo.2019.164064_bib0060) 2011; 60 Li (10.1016/j.ijleo.2019.164064_bib0020) 2013; 124 Chen (10.1016/j.ijleo.2019.164064_bib0035) 2018; 158 Ni (10.1016/j.ijleo.2019.164064_bib0005) 2014 Albertas (10.1016/j.ijleo.2019.164064_bib0015) 2011; 15 Wu (10.1016/j.ijleo.2019.164064_bib0045) 2014; 125 Gen (10.1016/j.ijleo.2019.164064_bib0010) 1991 Tian (10.1016/j.ijleo.2019.164064_bib0030) 2015; 126  | 
    
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| SubjectTerms | Genetic algorithm Light screen array measurement system Parameter inversion Photoelectric measurement Space structure  | 
    
| Title | Inversion method of the key structure parameters of light screen array measurement system using genetic algorithm | 
    
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