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MAP Source-Controlled Channel Decoding with Interleaves for MPEG-4 Image Indoor Wireless Transmission Systems

机译:MPEG-4图像室内无线传输系统的带交错的MAP源控制信道解码

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摘要

In the modern day, MPEG-4 image compression technique have been commonly applied in various indoor wireless communication systems. The efficient system design mostly relies on the joint source channel coding algorithms, which aim to reduce the complexity of channel coding process, while maintaining the quality of the receiving images. In this paper, we design the MAP source-controlled channel decoders with both random and semirandom interleavers for Rician slow Hat block-fading channels. The MAP-Viterbi decoder employs the residual redundancy from zerotree symbol sequences of MPEG-4 HFS packets. The interleaving processes are done after the overall channel coding process to combat the block-fading effects. The computer simulations summarize the system performance in terms of average WER and PSNR (dB). With the interleavers, the significant improvement in PSNR of about 15-17 dB is obtained for both ML and MAP decoding. Also in many cases, we obtain more improvement of about 0.2-0.4 dB for using MAP decoding with the interleavers.
机译:当今,MPEG-4图像压缩技术已普遍应用于各种室内无线通信系统中。高效的系统设计主要依靠联合源信道编码算法,该算法旨在降低信道编码过程的复杂性,同时保持接收图像的质量。在本文中,我们针对Rician慢Hat块衰落信道设计了具有随机和半随机交织器的MAP源控制信道解码器。 MAP-Viterbi解码器使用来自MPEG-4 HFS数据包的零树符号序列的剩余冗余。在整个信道编码过程之后进行交织过程,以消除块衰落效应。计算机仿真根据平均WER和PSNR(dB)总结了系统性能。通过交织器,对于ML和MAP解码,PSNR均获得了大约15-17 dB的显着改善。同样在许多情况下,使用带交织器的MAP解码,我们可以获得约0.2-0.4 dB的更多改进。

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