Research of power line communication based on independent component analysis
According to channel characteristics of power line communication（PLC）,a scheme of applying independent component analysis to PLC system was proposed.The system model was constructed by the transmission characteristic of power line.The experiment and simulation show that the weak signals can be extra...
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| Main Authors: | , , , |
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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/thesisDetails?columnId=74656012&Fpath=home&index=0 |
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| _version_ | 1850214238095671296 |
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| author | GAO Qiang HUANG Li-yan HOU Si-zu ZHAO Zhen-bing |
| author_facet | GAO Qiang HUANG Li-yan HOU Si-zu ZHAO Zhen-bing |
| author_sort | GAO Qiang |
| collection | DOAJ |
| description | According to channel characteristics of power line communication（PLC）,a scheme of applying independent component analysis to PLC system was proposed.The system model was constructed by the transmission characteristic of power line.The experiment and simulation show that the weak signals can be extracted and decoded from the trans-mission signals accurately,so that the distance of transmission can be improved.The model requires less restriction con-ditions which makes the model versatile in engineering. |
| format | Article |
| id | doaj-art-e3f78ab4f9ee4130a714e4de6feda030 |
| institution | OA Journals |
| 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-e3f78ab4f9ee4130a714e4de6feda0302025-08-20T02:08:57ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2007-01-01747774656012Research of power line communication based on independent component analysisGAO QiangHUANG Li-yanHOU Si-zuZHAO Zhen-bingAccording to channel characteristics of power line communication（PLC）,a scheme of applying independent component analysis to PLC system was proposed.The system model was constructed by the transmission characteristic of power line.The experiment and simulation show that the weak signals can be extracted and decoded from the trans-mission signals accurately,so that the distance of transmission can be improved.The model requires less restriction con-ditions which makes the model versatile in engineering.http://www.joconline.com.cn/thesisDetails?columnId=74656012&Fpath=home&index=0power line communication;weak signal;independent component analysis;FastICA |
| spellingShingle | GAO Qiang HUANG Li-yan HOU Si-zu ZHAO Zhen-bing Research of power line communication based on independent component analysis Tongxin xuebao power line communication;weak signal;independent component analysis;FastICA |
| title | Research of power line communication based on independent component analysis |
| title_full | Research of power line communication based on independent component analysis |
| title_fullStr | Research of power line communication based on independent component analysis |
| title_full_unstemmed | Research of power line communication based on independent component analysis |
| title_short | Research of power line communication based on independent component analysis |
| title_sort | research of power line communication based on independent component analysis |
| topic | power line communication;weak signal;independent component analysis;FastICA |
| url | http://www.joconline.com.cn/thesisDetails?columnId=74656012&Fpath=home&index=0 |
| work_keys_str_mv | AT gaoqiang researchofpowerlinecommunicationbasedonindependentcomponentanalysis AT huangliyan researchofpowerlinecommunicationbasedonindependentcomponentanalysis AT housizu researchofpowerlinecommunicationbasedonindependentcomponentanalysis AT zhaozhenbing researchofpowerlinecommunicationbasedonindependentcomponentanalysis |