Correlation coefficient measurement for conflict evidence
The complex battlefield environment increases the uncertainty of reconnaissance information processing, so the uncertain information processing is investigated, especially the conflict evidence measurement, based on the belief functions. The normalized evidence correlation is defined as the correlat...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2018-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018277/ |
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| _version_ | 1841539441919787008 |
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| author | Guidong SUN Xin GUAN Xiao YI Jing ZHAO |
| author_facet | Guidong SUN Xin GUAN Xiao YI Jing ZHAO |
| author_sort | Guidong SUN |
| collection | DOAJ |
| description | The complex battlefield environment increases the uncertainty of reconnaissance information processing, so the uncertain information processing is investigated, especially the conflict evidence measurement, based on the belief functions. The normalized evidence correlation is defined as the correlation coefficient measurement for conflict evidence. In order to solve the drawback that the existing conflict evidence measurement methods do not distinguish the single set and multiple sets, the union core and core relational matrix are defined to modify the union core and core correlation respectively and further obtain the modified conflict evidence measurement. Finally, the efficiency of the proposed correlation coefficient measurement for conflict evidence is illustrated in the classical simulation example. |
| format | Article |
| id | doaj-art-915e3815f7ac486399e12705c33850ca |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-915e3815f7ac486399e12705c33850ca2025-01-14T07:15:54ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-12-0139303959722160Correlation coefficient measurement for conflict evidenceGuidong SUNXin GUANXiao YIJing ZHAOThe complex battlefield environment increases the uncertainty of reconnaissance information processing, so the uncertain information processing is investigated, especially the conflict evidence measurement, based on the belief functions. The normalized evidence correlation is defined as the correlation coefficient measurement for conflict evidence. In order to solve the drawback that the existing conflict evidence measurement methods do not distinguish the single set and multiple sets, the union core and core relational matrix are defined to modify the union core and core correlation respectively and further obtain the modified conflict evidence measurement. Finally, the efficiency of the proposed correlation coefficient measurement for conflict evidence is illustrated in the classical simulation example.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018277/belief functionconflict evidencecorrelation coefficientrelational matrix |
| spellingShingle | Guidong SUN Xin GUAN Xiao YI Jing ZHAO Correlation coefficient measurement for conflict evidence Tongxin xuebao belief function conflict evidence correlation coefficient relational matrix |
| title | Correlation coefficient measurement for conflict evidence |
| title_full | Correlation coefficient measurement for conflict evidence |
| title_fullStr | Correlation coefficient measurement for conflict evidence |
| title_full_unstemmed | Correlation coefficient measurement for conflict evidence |
| title_short | Correlation coefficient measurement for conflict evidence |
| title_sort | correlation coefficient measurement for conflict evidence |
| topic | belief function conflict evidence correlation coefficient relational matrix |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018277/ |
| work_keys_str_mv | AT guidongsun correlationcoefficientmeasurementforconflictevidence AT xinguan correlationcoefficientmeasurementforconflictevidence AT xiaoyi correlationcoefficientmeasurementforconflictevidence AT jingzhao correlationcoefficientmeasurementforconflictevidence |