A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks
Multisensor fusion and consensus filtering are two fascinating subjects in the research of sensor networks. In this survey, we will cover both classic results and recent advances developed in these two topics. First, we recall some important results in the development of multisensor fusion technolog...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2015/683701 |
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| _version_ | 1832554718220517376 |
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| author | Wangyan Li Zidong Wang Guoliang Wei Lifeng Ma Jun Hu Derui Ding |
| author_facet | Wangyan Li Zidong Wang Guoliang Wei Lifeng Ma Jun Hu Derui Ding |
| author_sort | Wangyan Li |
| collection | DOAJ |
| description | Multisensor fusion and consensus filtering are two fascinating subjects in the research of sensor networks. In this survey, we will cover both classic results and recent advances developed in these two topics. First, we recall some important results in the development of multisensor fusion technology. Particularly, we pay great attention to the fusion with unknown correlations, which ubiquitously exist in most of distributed filtering problems. Next, we give a systematic review on several widely used consensus filtering approaches. Furthermore, some latest progress on multisensor fusion and consensus filtering is also presented. Finally, conclusions are drawn and several potential future research directions are outlined. |
| format | Article |
| id | doaj-art-8c1b8e4a7e654f8bb1718dbada8c1c10 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-8c1b8e4a7e654f8bb1718dbada8c1c102025-02-03T05:50:50ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2015-01-01201510.1155/2015/683701683701A Survey on Multisensor Fusion and Consensus Filtering for Sensor NetworksWangyan Li0Zidong Wang1Guoliang Wei2Lifeng Ma3Jun Hu4Derui Ding5Business School, University of Shanghai for Science and Technology, Shanghai 200093, ChinaDepartment of Computer Science, Brunel University London, Uxbridge, Middlesex UB8 3PH, UKSchool of Optical-Electrical and Computer Engineering, Key Laboratory of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, ChinaSchool of Automation, Nanjing University of Science and Technology, Nanjing 210094, ChinaDepartment of Applied Mathematics, Harbin University of Science and Technology, Harbin 150080, ChinaSchool of Optical-Electrical and Computer Engineering, Key Laboratory of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, ChinaMultisensor fusion and consensus filtering are two fascinating subjects in the research of sensor networks. In this survey, we will cover both classic results and recent advances developed in these two topics. First, we recall some important results in the development of multisensor fusion technology. Particularly, we pay great attention to the fusion with unknown correlations, which ubiquitously exist in most of distributed filtering problems. Next, we give a systematic review on several widely used consensus filtering approaches. Furthermore, some latest progress on multisensor fusion and consensus filtering is also presented. Finally, conclusions are drawn and several potential future research directions are outlined.http://dx.doi.org/10.1155/2015/683701 |
| spellingShingle | Wangyan Li Zidong Wang Guoliang Wei Lifeng Ma Jun Hu Derui Ding A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks Discrete Dynamics in Nature and Society |
| title | A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks |
| title_full | A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks |
| title_fullStr | A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks |
| title_full_unstemmed | A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks |
| title_short | A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks |
| title_sort | survey on multisensor fusion and consensus filtering for sensor networks |
| url | http://dx.doi.org/10.1155/2015/683701 |
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