多跳无线网络上的容错图像传输

Pradipta De, N. Banerjee, S. De
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引用次数: 3

摘要

在无线网络中防止信道错误一直是一个具有挑战性的研究问题,特别是在传输时间受限的内容时,如流媒体视频或图像。研究了多描述编码(MDC)形式的信源分集,以防止无线信道错误。在MDC中,一个映像被分解成几个同等重要的描述,这些描述可以通过多条路径发送到目的地。在这项工作中,我们利用路由方案以这样一种方式利用路径多样性,即多个描述通过网络中的不同路径发送,并在中间节点合并,以便可能恢复损坏的描述。该路由使用的思想是,当多个描述在中间点连接时,它可以通过使用链路错误信息帮助部分恢复丢失或损坏的描述,从而提高目的地的整体图像质量。为了在峰值信噪比(PSNR)方面实现高增益,并以最小的分割描述,我们研究了一种基于最佳空间交错的MD编码方案,该方案可以最大化给定恢复滤波器设计的中间恢复可能性。我们还探讨了在中间合并点的最佳描述数量的选择,以最大化PSNR增益。我们的仿真研究表明,使用我们的编码和路由策略可以实现约5-6 dB的PSNR增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Error-resilient image transmission over multihop wireless networks
Guarding against channel errors in wireless networks has been a challenging research problem, specially when transmitting time-constrained contents, like streaming video or image. Source diversity in the form of Multiple Description Coding (MDC) has been studied for guarding against wireless channel errors. In MDC, an image is broken into several equally important descriptions which can be sent over multiple paths to the destination. In this work, we leverage the routing scheme to exploit the path diversity in such a way that multiple descriptions are sent over different paths in the network and are merged at the intermediate nodes for possible recovery of corrupted descriptions. The routing uses the idea that when multiple descriptions join at intermediate points it can help in partial recovery of lost or corrupted descriptions by using the link error information, thereby improving the overall image quality at the destination. In order to achieve high gain in terms of peak signal-to-noise ratio (PSNR) with minimum split into descriptions, we investigate an optimum spatial interleaving based MD coding scheme that maximizes the intermediate recovery possibility for a given recovery filter design. We also explore the choice of an optimum number of descriptions at an intermediate merging point that maximizes the PSNR gain. Our simulation study shows that it is possible to achieve a PSNR gain of around 5–6 dB using our coding and routing strategy.
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