Preprocessing Techniques for High-Efficiency Data Compression in Wireless Multimedia Sensor Networks

被引:0
作者
Park, Junho [1 ]
Yoo, Jaesoo [2 ]
机构
[1] Agcy Def Dev, Daejeon 305600, South Korea
[2] Chungbuk Natl Univ, Sch Informat & Commun Engn, Cheongju 361763, Chungbuk, South Korea
基金
新加坡国家研究基金会;
关键词
D O I
10.1155/2015/380849
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We have proposed preprocessing techniques for high-efficiency data compression in wireless multimedia sensor networks. To do this, we analyzed the characteristics of multimedia data under the environment of wireless multimedia sensor networks. The proposed preprocessing techniques consider the characteristics of sensed multimedia data to perform the first stage preprocessing by deleting the low priority bits that do not affect the image quality. The second stage preprocessing is also performed for the undeleted high priority bits. By performing these two-stage preprocessing techniques, it is possible to reduce the multimedia data size in large. To show the superiority of our techniques, we simulated the existing multimedia data compression scheme with/without our preprocessing techniques. Our experimental results show that our proposed techniques increase compression ratio while reducing compression operations compared to the existing compression scheme without preprocessing techniques.
引用
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页数:7
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