Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology
In the increasingly complex electromagnetic spectrum environment, accurately obtaining comprehensive spectrum situation is a crucial prerequisite for making precise spectrum decisions.First, the spectrum mapping was introduced and compared with spectrum sensing.Then, an in-depth review of existing s...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2023-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023174/ |
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| _version_ | 1841540023166435328 |
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| author | Feng SHEN Guoru DING Jie LI Bo ZHOU Qihui WU |
| author_facet | Feng SHEN Guoru DING Jie LI Bo ZHOU Qihui WU |
| author_sort | Feng SHEN |
| collection | DOAJ |
| description | In the increasingly complex electromagnetic spectrum environment, accurately obtaining comprehensive spectrum situation is a crucial prerequisite for making precise spectrum decisions.First, the spectrum mapping was introduced and compared with spectrum sensing.Then, an in-depth review of existing spectrum situation generation methods was conducted.Next, multidimensional spectrum situation compressed mapping in the face of challenges such as heterogeneity, large scale missing data, time variability and environmental complexity was proposed.It effectively compensated for the incompleteness of the spectrum mapping framework caused by ignoring the spectrum situation sensing process in traditional spectrum situation generation methods.This could further provide more accurate guidance for enhancing spectrum utilization efficiency, strengthening spectrum security maintenance, and intensifying electromagnetic warfare decision-making.Lastly, the future development trends of spectrum compressed mapping were discussed. |
| format | Article |
| id | doaj-art-2334b83721264594bd0862357e56c749 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2023-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-2334b83721264594bd0862357e56c7492025-01-14T06:28:11ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2023-11-0144254259389343Research progress on electromagnetic spectrum multidimensional situation compressed mapping technologyFeng SHENGuoru DINGJie LIBo ZHOUQihui WUIn the increasingly complex electromagnetic spectrum environment, accurately obtaining comprehensive spectrum situation is a crucial prerequisite for making precise spectrum decisions.First, the spectrum mapping was introduced and compared with spectrum sensing.Then, an in-depth review of existing spectrum situation generation methods was conducted.Next, multidimensional spectrum situation compressed mapping in the face of challenges such as heterogeneity, large scale missing data, time variability and environmental complexity was proposed.It effectively compensated for the incompleteness of the spectrum mapping framework caused by ignoring the spectrum situation sensing process in traditional spectrum situation generation methods.This could further provide more accurate guidance for enhancing spectrum utilization efficiency, strengthening spectrum security maintenance, and intensifying electromagnetic warfare decision-making.Lastly, the future development trends of spectrum compressed mapping were discussed.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023174/electromagnetic spectrumcognitive radiospectrum sensingspectrum mapping |
| spellingShingle | Feng SHEN Guoru DING Jie LI Bo ZHOU Qihui WU Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology Tongxin xuebao electromagnetic spectrum cognitive radio spectrum sensing spectrum mapping |
| title | Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| title_full | Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| title_fullStr | Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| title_full_unstemmed | Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| title_short | Research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| title_sort | research progress on electromagnetic spectrum multidimensional situation compressed mapping technology |
| topic | electromagnetic spectrum cognitive radio spectrum sensing spectrum mapping |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023174/ |
| work_keys_str_mv | AT fengshen researchprogressonelectromagneticspectrummultidimensionalsituationcompressedmappingtechnology AT guoruding researchprogressonelectromagneticspectrummultidimensionalsituationcompressedmappingtechnology AT jieli researchprogressonelectromagneticspectrummultidimensionalsituationcompressedmappingtechnology AT bozhou researchprogressonelectromagneticspectrummultidimensionalsituationcompressedmappingtechnology AT qihuiwu researchprogressonelectromagneticspectrummultidimensionalsituationcompressedmappingtechnology |