Face Recognition in Mobile Wireless Sensor Networks
Author(s) -
Qiaomin Lin,
Yang Jinwen,
Ning Ye,
Ruchuan Wang,
Bin Zhang
Publication year - 2013
Publication title -
international journal of distributed sensor networks
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.324
H-Index - 53
eISSN - 1550-1477
pISSN - 1550-1329
DOI - 10.1155/2013/890737
Subject(s) - computer science , wireless sensor network , flexibility (engineering) , mobility model , wireless network , wireless , hidden markov model , efficient energy use , computer network , artificial intelligence , telecommunications , statistics , mathematics , electrical engineering , engineering
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. © 2013 Qiao-min Lin et al.
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