Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment
In view of the problem of modulation recognition algorithm existing about low recognition rate under environment condition of low SNR，the algorithm of first-order cyclic moment was first presented used in band signal of VHF modulation classification recognition.The first-order cycle frequencies at w...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2014-02-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.02.010/ |
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| _version_ | 1841529245557325824 |
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| author | Faquan Yang Zan Li Zhongliang Luo |
| author_facet | Faquan Yang Zan Li Zhongliang Luo |
| author_sort | Faquan Yang |
| collection | DOAJ |
| description | In view of the problem of modulation recognition algorithm existing about low recognition rate under environment condition of low SNR，the algorithm of first-order cyclic moment was first presented used in band signal of VHF modulation classification recognition.The first-order cycle frequencies at which estimated first-order cyclic moment magnitudes exceed the cut-off value were selected as candidate cycle frequencies based on estimation first-order cyclic moment at first-order cycle frequency series，then decided to choose the number of candidate cycle frequency by a cyclostationarity test to realize signal modulation classification recognition.The classification recognition rate can reach more than 98% under condition of SNR is greater than -6 dB. |
| format | Article |
| id | doaj-art-38d8f4bbda394400a0c8eae4af9e13b3 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2014-02-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-38d8f4bbda394400a0c8eae4af9e13b32025-01-15T03:20:32ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012014-02-0130768159623651Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic MomentFaquan YangZan LiZhongliang LuoIn view of the problem of modulation recognition algorithm existing about low recognition rate under environment condition of low SNR，the algorithm of first-order cyclic moment was first presented used in band signal of VHF modulation classification recognition.The first-order cycle frequencies at which estimated first-order cyclic moment magnitudes exceed the cut-off value were selected as candidate cycle frequencies based on estimation first-order cyclic moment at first-order cycle frequency series，then decided to choose the number of candidate cycle frequency by a cyclostationarity test to realize signal modulation classification recognition.The classification recognition rate can reach more than 98% under condition of SNR is greater than -6 dB.http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.02.010/first-order cycle frequencyfirst-order cyclic moment magnitudecut-off valueband of VHFmodulation classification recognition |
| spellingShingle | Faquan Yang Zan Li Zhongliang Luo Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment Dianxin kexue first-order cycle frequency first-order cyclic moment magnitude cut-off value band of VHF modulation classification recognition |
| title | Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment |
| title_full | Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment |
| title_fullStr | Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment |
| title_full_unstemmed | Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment |
| title_short | Research on VHF Band Signal Modulation Classification and Recognition Methods Based on Algorithm of First-Order Cyclic Moment |
| title_sort | research on vhf band signal modulation classification and recognition methods based on algorithm of first order cyclic moment |
| topic | first-order cycle frequency first-order cyclic moment magnitude cut-off value band of VHF modulation classification recognition |
| url | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.02.010/ |
| work_keys_str_mv | AT faquanyang researchonvhfbandsignalmodulationclassificationandrecognitionmethodsbasedonalgorithmoffirstordercyclicmoment AT zanli researchonvhfbandsignalmodulationclassificationandrecognitionmethodsbasedonalgorithmoffirstordercyclicmoment AT zhongliangluo researchonvhfbandsignalmodulationclassificationandrecognitionmethodsbasedonalgorithmoffirstordercyclicmoment |