Increased Efficiency of Face Recognition System using Wireless Sensor Network
This research was inspired by the need of a flexible and cost effective biometric security system. The flexibility of the wireless sensor network makes it a natural choice for data transmission. Swarm intelligence (SI) is used to optimize routing in distributed time varying network. In this paper, S...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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International Institute of Informatics and Cybernetics
2006-02-01
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| Series: | Journal of Systemics, Cybernetics and Informatics |
| Subjects: | |
| Online Access: | http://www.iiisci.org/Journal/CV$/sci/pdfs/P263664.pdf
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| _version_ | 1811202634362650624 |
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| author | Rajani Muraleedharan Yanjun Yan Lisa Osadciw |
| author_facet | Rajani Muraleedharan Yanjun Yan Lisa Osadciw |
| author_sort | Rajani Muraleedharan |
| collection | DOAJ |
| description | This research was inspired by the need of a flexible and cost effective biometric security system. The flexibility of the wireless sensor network makes it a natural choice for data transmission. Swarm intelligence (SI) is used to optimize routing in distributed time varying network. In this paper, SI maintains the required bit error rate (BER) for varied channel conditions while consuming minimal energy. A specific biometric, the face recognition system, is discussed as an example. Simulation shows that the wireless sensor network is efficient in energy consumption while keeping the transmission accuracy, and the wireless face recognition system is competitive to the traditional wired face recognition system in classification accuracy. |
| first_indexed | 2024-04-12T02:42:19Z |
| format | Article |
| id | doaj.art-84a893878b14459b916a46ecb6449bef |
| institution | Directory Open Access Journal |
| issn | 1690-4524 |
| language | English |
| last_indexed | 2024-04-12T02:42:19Z |
| publishDate | 2006-02-01 |
| publisher | International Institute of Informatics and Cybernetics |
| record_format | Article |
| series | Journal of Systemics, Cybernetics and Informatics |
| spelling | doaj.art-84a893878b14459b916a46ecb6449bef2022-12-22T03:51:17ZengInternational Institute of Informatics and CyberneticsJournal of Systemics, Cybernetics and Informatics1690-45242006-02-01413846Increased Efficiency of Face Recognition System using Wireless Sensor NetworkRajani Muraleedharan0Yanjun Yan1Lisa Osadciw2 Syracuse University Syracuse University Syracuse University This research was inspired by the need of a flexible and cost effective biometric security system. The flexibility of the wireless sensor network makes it a natural choice for data transmission. Swarm intelligence (SI) is used to optimize routing in distributed time varying network. In this paper, SI maintains the required bit error rate (BER) for varied channel conditions while consuming minimal energy. A specific biometric, the face recognition system, is discussed as an example. Simulation shows that the wireless sensor network is efficient in energy consumption while keeping the transmission accuracy, and the wireless face recognition system is competitive to the traditional wired face recognition system in classification accuracy.http://www.iiisci.org/Journal/CV$/sci/pdfs/P263664.pdf Ant SystemWireless Sensor NetworkFace RecognitionSwarm IntelligenceWavelets |
| spellingShingle | Rajani Muraleedharan Yanjun Yan Lisa Osadciw Increased Efficiency of Face Recognition System using Wireless Sensor Network Journal of Systemics, Cybernetics and Informatics Ant System Wireless Sensor Network Face Recognition Swarm Intelligence Wavelets |
| title | Increased Efficiency of Face Recognition System using Wireless Sensor Network |
| title_full | Increased Efficiency of Face Recognition System using Wireless Sensor Network |
| title_fullStr | Increased Efficiency of Face Recognition System using Wireless Sensor Network |
| title_full_unstemmed | Increased Efficiency of Face Recognition System using Wireless Sensor Network |
| title_short | Increased Efficiency of Face Recognition System using Wireless Sensor Network |
| title_sort | increased efficiency of face recognition system using wireless sensor network |
| topic | Ant System Wireless Sensor Network Face Recognition Swarm Intelligence Wavelets |
| url | http://www.iiisci.org/Journal/CV$/sci/pdfs/P263664.pdf
|
| work_keys_str_mv | AT rajanimuraleedharan increasedefficiencyoffacerecognitionsystemusingwirelesssensornetwork AT yanjunyan increasedefficiencyoffacerecognitionsystemusingwirelesssensornetwork AT lisaosadciw increasedefficiencyoffacerecognitionsystemusingwirelesssensornetwork |