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Exploring image frequency domain to reduce energy consumption in MWSN

机译:探索图像频域以减少MWSN中的能耗

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Transferring a multimedia content such as videos and images over a wireless sensor network represents an open subject of research. It can be treated in different ways. For instance, we can send images through the network without compression using spatial domain or using frequency domain for compression. In this paper we used the DCT compression which uses the frequency domain. Also, we can use routing protocols, such GPSR, which respect multi-media constraints. Actually, the aim of our work is to test the effect of image compression on energy consumption and the quantity of the received images by the sink For this purpose, we used an implemented GPSR protocol as routing protocol, and omnet++/castalia as a simulator. In fact, we used two applications in this simulation. The first one sends images without compression, and the second application sends images using DCT compression. As a result DCT compression saves energy more that the first application.
机译:通过无线传感器网络传输诸如视频和图像之类的多媒体内容是一个开放的研究课题。可以用不同的方式对待它。例如,我们可以通过网络发送图像而无需使用空间域或频域进行压缩来进行压缩。在本文中,我们使用了使用频域的DCT压缩。同样,我们可以使用遵循多媒体约束的路由协议,例如GPSR。实际上,我们的工作目的是测试图像压缩对能源消耗和接收器接收的图像数量的影响。为此,我们使用已实现的GPSR协议作为路由协议,并使用omnet ++ / castalia作为模拟器。实际上,我们在此模拟中使用了两个应用程序。第一个发送未经压缩的图像,第二个应用程序使用DCT压缩发送图像。结果,DCT压缩比第一个应用程序更节省能源。

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