Study of transmitter individual identification based on bispectra
Based on the bispectra and RBF,a new method for identifying different transmitters of the same model was presented.The selected spectra and parameters significant for classification of the received signal form the identification feature vector,and RBF was used to realize the individual identificatio...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2007-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74659559/ |
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| _version_ | 1841537399275913216 |
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| author | CAI Zhong-wei LI Jian-dong |
| author_facet | CAI Zhong-wei LI Jian-dong |
| author_sort | CAI Zhong-wei |
| collection | DOAJ |
| description | Based on the bispectra and RBF,a new method for identifying different transmitters of the same model was presented.The selected spectra and parameters significant for classification of the received signal form the identification feature vector,and RBF was used to realize the individual identification.Experiment results show that the method is able to classify the same model transmitter with an accuracy rate of no less than 90% under the environment of lower SNR. |
| format | Article |
| id | doaj-art-99f44807000e4d9eaf661bd94a256c9c |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2007-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-99f44807000e4d9eaf661bd94a256c9c2025-01-14T08:36:42ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2007-01-01757974659559Study of transmitter individual identification based on bispectraCAI Zhong-weiLI Jian-dongBased on the bispectra and RBF,a new method for identifying different transmitters of the same model was presented.The selected spectra and parameters significant for classification of the received signal form the identification feature vector,and RBF was used to realize the individual identification.Experiment results show that the method is able to classify the same model transmitter with an accuracy rate of no less than 90% under the environment of lower SNR.http://www.joconline.com.cn/zh/article/74659559/selected bispectraRBFindividual identification |
| spellingShingle | CAI Zhong-wei LI Jian-dong Study of transmitter individual identification based on bispectra Tongxin xuebao selected bispectra RBF individual identification |
| title | Study of transmitter individual identification based on bispectra |
| title_full | Study of transmitter individual identification based on bispectra |
| title_fullStr | Study of transmitter individual identification based on bispectra |
| title_full_unstemmed | Study of transmitter individual identification based on bispectra |
| title_short | Study of transmitter individual identification based on bispectra |
| title_sort | study of transmitter individual identification based on bispectra |
| topic | selected bispectra RBF individual identification |
| url | http://www.joconline.com.cn/zh/article/74659559/ |
| work_keys_str_mv | AT caizhongwei studyoftransmitterindividualidentificationbasedonbispectra AT lijiandong studyoftransmitterindividualidentificationbasedonbispectra |