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| 一种改进的无线多媒体传感器网络分布式图像压缩算法 | |
| 引用本文： | 蒋鹏,吴建峰,董林玺.一种改进的无线多媒体传感器网络分布式图像压缩算法[J].传感技术学报,2012,25(6):815-820. |
| 作者姓名： | 蒋鹏 吴建峰 董林玺 |
| 作者单位： | 1. 杭州电子科技大学信息与控制研究所,杭州,310018 2. 杭州电子科技大学信息与控制研究所,杭州310018;杭州电子科技大学射频电路与系统教育部重点实验室,杭州310018 3. 杭州电子科技大学射频电路与系统教育部重点实验室,杭州,310018 |
| 基金项目： | 国家重点基础研究发展计划项目，浙江省自然科学基金项目，杭州市科技局科技计划项目 |
| 摘 要： | 针对无线多媒体传感器网络(WMSNs)中单个节点资源严重受限而难以直接处理和传输图像的问题,在分布式渐进图像压缩算法(DICA)的基础上,提出了一种改进的基于簇内分布式处理的图像压缩算法(ICDP),即在每个簇内通过能量优先选择原则选取辅助节点来协同完成JPEG2000图像压缩标准中的多级小波变换,从而实现图像的分布式处理和压缩。仿真结果表明,与DICA算法相比,ICDP算法能够在保证图像重建质量和压缩比相同的前提下,更好地平衡网络中各节点能耗,延长了网络的生命周期,更适合应用于资源受限、节点部署密集的WMSNs中。 |
| 关 键 词： | 无线多媒体传感器网络 分布式图像压缩 JPEG2000 小波变换 |
An Improved Distributed Image Compression Algorithm for Wireless Multimedia Sensor Networks |
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| JIANG Peng , WU Jiangfeng , DONG Linxi.An Improved Distributed Image Compression Algorithm for Wireless Multimedia Sensor Networks[J].Journal of Transduction Technology,2012,25(6):815-820. | |
| Authors: | JIANG Peng WU Jiangfeng DONG Linxi |
| Affiliation: | 1.Institute of Information and Control,Hangzhou Dianzi University,Hangzhou 310018,China; 2.The Key Laboratory of RF Circuits and System of Ministry of Education,Hangzhou Dianzi University,Hangzhou 310018,China) |
| Abstract: | In Wireless Multimedia Sensor Networks(WMSNs),it is difficult for a resource constrained sensor node to process and transmit the images directly.Based on the distributed and incremental image compression algorithm(DICA),an improved image compression algorithm based on in-cluster distributed processing(ICDP)is proposed in this paper.By using the energy priority selection principle,auxiliary sensor nodes are selected in each cluster to complete the multi-level wavelet transform of JPEG2000,thus achieving the distributed image processing and compression.Simulation results demonstrate that the ICDP algorithm can improve the energy balance and the network lifetime of sensor nodes when compared to the DICA algorithm.Therefore the ICDP algorithm is more suitable for the resource-constrained WMSNs with high nodes density. |
| Keywords: | wireless multimedia sensor networks distributed image compression JPEG2000 wavelet transform |
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