Algorithm of grey correlation analysis for radar target recognition based on similarity
According to the algorithm can't better identify complex radar targets and improve the accuracy while facing parameters overlapping,an algorithm of similarity-grey relational analysis based on similarity was proposed.Firstly,the similarity matrix between the parameters was extracted by the algo...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2017-05-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000−0801.2017102/ |
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| _version_ | 1841530142438981632 |
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| author | Rupeng ZHAO Runlan TIAN Xuzhou ZHANG Yibin XIE |
| author_facet | Rupeng ZHAO Runlan TIAN Xuzhou ZHANG Yibin XIE |
| author_sort | Rupeng ZHAO |
| collection | DOAJ |
| description | According to the algorithm can't better identify complex radar targets and improve the accuracy while facing parameters overlapping,an algorithm of similarity-grey relational analysis based on similarity was proposed.Firstly,the similarity matrix between the parameters was extracted by the algorithm.And then the grey correlation analysis was used to get the corresponding grey correlation coefficient.At the same time,the weight value was determined according to the matching degree of each parameter,the grey correlation degree of the signal was identified and the library signal was obtained by combining with the grey correlation coefficient,and the target recognition was completed according to the grey correlation degree.Finally,having the grey correlation between the signal and the grey correlation coefficient,which can realize the identification of the complex radar target.The simulation results show that the impact of parame-ters overlapping with high recognition accuracy was reduced,the recognition accuracy was improved,and the identifica-tion of complex system radar targets were quickly realized by the proposed algorithm. |
| format | Article |
| id | doaj-art-8105c8b3582b4838b877fdf0e13bf7a0 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2017-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-8105c8b3582b4838b877fdf0e13bf7a02025-01-15T03:12:54ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012017-05-0133828959602268Algorithm of grey correlation analysis for radar target recognition based on similarityRupeng ZHAORunlan TIANXuzhou ZHANGYibin XIEAccording to the algorithm can't better identify complex radar targets and improve the accuracy while facing parameters overlapping,an algorithm of similarity-grey relational analysis based on similarity was proposed.Firstly,the similarity matrix between the parameters was extracted by the algorithm.And then the grey correlation analysis was used to get the corresponding grey correlation coefficient.At the same time,the weight value was determined according to the matching degree of each parameter,the grey correlation degree of the signal was identified and the library signal was obtained by combining with the grey correlation coefficient,and the target recognition was completed according to the grey correlation degree.Finally,having the grey correlation between the signal and the grey correlation coefficient,which can realize the identification of the complex radar target.The simulation results show that the impact of parame-ters overlapping with high recognition accuracy was reduced,the recognition accuracy was improved,and the identifica-tion of complex system radar targets were quickly realized by the proposed algorithm.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000−0801.2017102/radar targetfusion and recognitiongrey correlationsimilarity |
| spellingShingle | Rupeng ZHAO Runlan TIAN Xuzhou ZHANG Yibin XIE Algorithm of grey correlation analysis for radar target recognition based on similarity Dianxin kexue radar target fusion and recognition grey correlation similarity |
| title | Algorithm of grey correlation analysis for radar target recognition based on similarity |
| title_full | Algorithm of grey correlation analysis for radar target recognition based on similarity |
| title_fullStr | Algorithm of grey correlation analysis for radar target recognition based on similarity |
| title_full_unstemmed | Algorithm of grey correlation analysis for radar target recognition based on similarity |
| title_short | Algorithm of grey correlation analysis for radar target recognition based on similarity |
| title_sort | algorithm of grey correlation analysis for radar target recognition based on similarity |
| topic | radar target fusion and recognition grey correlation similarity |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000−0801.2017102/ |
| work_keys_str_mv | AT rupengzhao algorithmofgreycorrelationanalysisforradartargetrecognitionbasedonsimilarity AT runlantian algorithmofgreycorrelationanalysisforradartargetrecognitionbasedonsimilarity AT xuzhouzhang algorithmofgreycorrelationanalysisforradartargetrecognitionbasedonsimilarity AT yibinxie algorithmofgreycorrelationanalysisforradartargetrecognitionbasedonsimilarity |