Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures
This paper firstly represents a survey of recent researches on localization of CPS and analyzes the advantages and limitations of the existing schemes. To overcome the limitations, a novel localization scheme is then proposed, which includes site survey, received signal comparison, and location corr...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2014/415710 |
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| _version_ | 1849397976416387072 |
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| author | Jian Qiu Xizhe Wang Guojun Dai |
| author_facet | Jian Qiu Xizhe Wang Guojun Dai |
| author_sort | Jian Qiu |
| collection | DOAJ |
| description | This paper firstly represents a survey of recent researches on localization of CPS and analyzes the advantages and limitations of the existing schemes. To overcome the limitations, a novel localization scheme is then proposed, which includes site survey, received signal comparison, and location correction phases. The main improvement of our proposed scheme is to filter the noises and interference added to the received RSSI signal; the detailed procedure is then provided with mathematical analysis. Finally, the experiment and simulation results are presented with analysis. |
| format | Article |
| id | doaj-art-a622e14fd56843d2916b4eaf167050af |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2014-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-a622e14fd56843d2916b4eaf167050af2025-08-20T03:38:47ZengWileyInternational Journal of Distributed Sensor Networks1550-14772014-03-011010.1155/2014/415710415710Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint SignaturesJian QiuXizhe WangGuojun DaiThis paper firstly represents a survey of recent researches on localization of CPS and analyzes the advantages and limitations of the existing schemes. To overcome the limitations, a novel localization scheme is then proposed, which includes site survey, received signal comparison, and location correction phases. The main improvement of our proposed scheme is to filter the noises and interference added to the received RSSI signal; the detailed procedure is then provided with mathematical analysis. Finally, the experiment and simulation results are presented with analysis.https://doi.org/10.1155/2014/415710 |
| spellingShingle | Jian Qiu Xizhe Wang Guojun Dai Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures International Journal of Distributed Sensor Networks |
| title | Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures |
| title_full | Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures |
| title_fullStr | Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures |
| title_full_unstemmed | Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures |
| title_short | Improving the Indoor Localization Accuracy for CPS by Reorganizing the Fingerprint Signatures |
| title_sort | improving the indoor localization accuracy for cps by reorganizing the fingerprint signatures |
| url | https://doi.org/10.1155/2014/415710 |
| work_keys_str_mv | AT jianqiu improvingtheindoorlocalizationaccuracyforcpsbyreorganizingthefingerprintsignatures AT xizhewang improvingtheindoorlocalizationaccuracyforcpsbyreorganizingthefingerprintsignatures AT guojundai improvingtheindoorlocalizationaccuracyforcpsbyreorganizingthefingerprintsignatures |