Pol-CCES based modulation recognition method under impulsive noise
To realize signal classification in impulsive noise environment， a modulation recognition scheme based on polished cyclic correntropy spectrum and shallow residual network was proposed.The proposed scheme not only has low computational complexity but also shows robustness to impulsive noise.Simulati...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2021-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021231/ |
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| _version_ | 1841539201572536320 |
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| author | Jiang’an DAI Shengyang LUAN Minglong ZHAO Zhaojun ZHANG Tianshuang QIU |
| author_facet | Jiang’an DAI Shengyang LUAN Minglong ZHAO Zhaojun ZHANG Tianshuang QIU |
| author_sort | Jiang’an DAI |
| collection | DOAJ |
| description | To realize signal classification in impulsive noise environment， a modulation recognition scheme based on polished cyclic correntropy spectrum and shallow residual network was proposed.The proposed scheme not only has low computational complexity but also shows robustness to impulsive noise.Simulation results demonstrate the proposed solution’s superior performance under impulsive noise， even when the generalized signal-to-noise ratio is very low. |
| format | Article |
| id | doaj-art-6e3f76cc25404182887dd50b07ce9dcd |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2021-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-6e3f76cc25404182887dd50b07ce9dcd2025-01-14T07:23:20ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2021-12-014212113359746767Pol-CCES based modulation recognition method under impulsive noiseJiang’an DAIShengyang LUANMinglong ZHAOZhaojun ZHANGTianshuang QIUTo realize signal classification in impulsive noise environment， a modulation recognition scheme based on polished cyclic correntropy spectrum and shallow residual network was proposed.The proposed scheme not only has low computational complexity but also shows robustness to impulsive noise.Simulation results demonstrate the proposed solution’s superior performance under impulsive noise， even when the generalized signal-to-noise ratio is very low.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021231/modulation recognitionimpulsive noisepolished cyclic correntropy spectrumshallow residual network |
| spellingShingle | Jiang’an DAI Shengyang LUAN Minglong ZHAO Zhaojun ZHANG Tianshuang QIU Pol-CCES based modulation recognition method under impulsive noise Tongxin xuebao modulation recognition impulsive noise polished cyclic correntropy spectrum shallow residual network |
| title | Pol-CCES based modulation recognition method under impulsive noise |
| title_full | Pol-CCES based modulation recognition method under impulsive noise |
| title_fullStr | Pol-CCES based modulation recognition method under impulsive noise |
| title_full_unstemmed | Pol-CCES based modulation recognition method under impulsive noise |
| title_short | Pol-CCES based modulation recognition method under impulsive noise |
| title_sort | pol cces based modulation recognition method under impulsive noise |
| topic | modulation recognition impulsive noise polished cyclic correntropy spectrum shallow residual network |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021231/ |
| work_keys_str_mv | AT jiangandai polccesbasedmodulationrecognitionmethodunderimpulsivenoise AT shengyangluan polccesbasedmodulationrecognitionmethodunderimpulsivenoise AT minglongzhao polccesbasedmodulationrecognitionmethodunderimpulsivenoise AT zhaojunzhang polccesbasedmodulationrecognitionmethodunderimpulsivenoise AT tianshuangqiu polccesbasedmodulationrecognitionmethodunderimpulsivenoise |