e-journal

Energy-Efficient Distributed Target Tracking in Wireless Video Sensor Networks

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In order to prolong the lifetime of wireless video sensor networks (WVSNs), many methods for visual target tracking are proposed to reduce the energy cost of batterypowered video sensor nodes. Focus on reducing the amounts of image data for computation and communication, this paper
presents an energy-efficient method for distributed target tracking inWVSNs. The major Contributions of the proposed approach are as follows. First, each activated video node uses
real-time background subtraction based on balanced compressive sensing adaptive gaussian mixture Model for target detection. Second, targets in different views are associated by homograph projection of the position and hue histogram.Third, a Sign of Innovation based consensus filter is proposed for distributed target tracking. Experimental results show the method can Effectively reduce the energy cost and achieve satisfying performance in real scenes

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Ketersediaan

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Informasi Detail

Judul Seri

Wireless Inf Networks

No. Panggil

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Penerbit

New York : Springer Science., 2015

Deskripsi Fisik

Int J Wireless Inf Networks (2015) 22:105–115

Bahasa

English

ISBN/ISSN

DOI 10.1007/s10776-0

Klasifikasi

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Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

(2015) 22

Subjek

JARINGAN INFORMASI

Info Detail Spesifik

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Pernyataan Tanggungjawab

deliza

Versi lain/terkait

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