Face Recognition in Mobile Wireless Sensor Networks
A new wireless sensing network paradigm is presented for face recognition applications. In addition to the flexibility the face recognition system gains by integrating into a wireless sensor network, we take it further by introducing mobility into the network to improve the sensing coverage area and...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-09-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2013/890737 |
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| _version_ | 1850163557547638784 |
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| author | Qiao-min Lin Jin-wen Yang Ning Ye Ru-chuan Wang Bin Zhang |
| author_facet | Qiao-min Lin Jin-wen Yang Ning Ye Ru-chuan Wang Bin Zhang |
| author_sort | Qiao-min Lin |
| collection | DOAJ |
| description | A new wireless sensing network paradigm is presented for face recognition applications. In addition to the flexibility the face recognition system gains by integrating into a wireless sensor network, we take it further by introducing mobility into the network to improve the sensing coverage area and cost efficiency. To implement these goals, a multilayered network structure and Gauss-Markov mobility model are proposed. Furthermore, analysis of the sensing coverage area is given. Besides, some of the potential application scenarios based on the proposed paradigm are also presented. According to the simulation, the whole system achieves high recognition rate and energy efficiency compared to stationary network. |
| format | Article |
| id | doaj-art-e9812a8b9fe54c07841e7768058710e5 |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2013-09-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-e9812a8b9fe54c07841e7768058710e52025-08-20T02:22:15ZengWileyInternational Journal of Distributed Sensor Networks1550-14772013-09-01910.1155/2013/890737Face Recognition in Mobile Wireless Sensor NetworksQiao-min Lin0Jin-wen Yang1Ning Ye2Ru-chuan Wang3Bin Zhang4 Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing 210003, China College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing 210003, China Key Lab of Broadband Wireless Communication and Sensor Network Technology Nanjing University of Posts and Telecommunications, Ministry of Education Jiangsu Province, Nanjing 210003, China EQ Smartech Co. Ltd., Nanjing 211100, ChinaA new wireless sensing network paradigm is presented for face recognition applications. In addition to the flexibility the face recognition system gains by integrating into a wireless sensor network, we take it further by introducing mobility into the network to improve the sensing coverage area and cost efficiency. To implement these goals, a multilayered network structure and Gauss-Markov mobility model are proposed. Furthermore, analysis of the sensing coverage area is given. Besides, some of the potential application scenarios based on the proposed paradigm are also presented. According to the simulation, the whole system achieves high recognition rate and energy efficiency compared to stationary network.https://doi.org/10.1155/2013/890737 |
| spellingShingle | Qiao-min Lin Jin-wen Yang Ning Ye Ru-chuan Wang Bin Zhang Face Recognition in Mobile Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Face Recognition in Mobile Wireless Sensor Networks |
| title_full | Face Recognition in Mobile Wireless Sensor Networks |
| title_fullStr | Face Recognition in Mobile Wireless Sensor Networks |
| title_full_unstemmed | Face Recognition in Mobile Wireless Sensor Networks |
| title_short | Face Recognition in Mobile Wireless Sensor Networks |
| title_sort | face recognition in mobile wireless sensor networks |
| url | https://doi.org/10.1155/2013/890737 |
| work_keys_str_mv | AT qiaominlin facerecognitioninmobilewirelesssensornetworks AT jinwenyang facerecognitioninmobilewirelesssensornetworks AT ningye facerecognitioninmobilewirelesssensornetworks AT ruchuanwang facerecognitioninmobilewirelesssensornetworks AT binzhang facerecognitioninmobilewirelesssensornetworks |