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On the application of turbo codes to the robust transmission of compressed images

机译:关于turbo码在压缩图像鲁棒传输中的应用

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Compressed images transmitted over noisy channels are extremely sensitive to bit errors. This necessitates the application of error control channel coding to the compressed representation before transmission. This paper presents an image transmission system which takes advantage of the superior performance of turbo codes, an important new class of parallel concatenated codes. Several aspects of the application of turbo codes to image transmission are studied, including comparison to a previous image transmission system using convolutional codes. Experimental results for several channel signal-to-noise ratios show that, in the same SNR range, turbo codes achieve much better performance with less decoding complexity than convolutional codes and that similar performance can be achieved at much lower channel SNRs. Studies also show that the use of feedback from an outer Reed-Solomon code to aid turbo decoding results in further improvement.
机译:通过噪声通道传输的压缩图像对误码极为敏感。这需要在传输之前将错误控制信道编码应用于压缩表示。本文提出了一种图像传输系统,该系统利用了Turbo码(一种重要的新型并行级联码)的优越性能。研究了将turbo码应用于图像传输的几个方面,包括与使用卷积码的先前图像传输系统的比较。几种信道信噪比的实验结果表明,在相同的SNR范围内,turbo码的性能要比卷积码好得多,解码复杂度也要比卷积码低,并且在低得多的信道SNR时也可以达到类似的性能。研究还表明,使用外部Reed-Solomon码的反馈来辅助Turbo解码可以带来进一步的改进。

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