基于turbo码的信道均衡和降噪

K. Buyukatak, E. Gose, O. Ucan, S. Kent, O. Osman
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引用次数: 4

摘要

本文提出了一种基于二进制并行级联递归系统卷积码的新型误差控制编码——turbo码,及其在合成孔径雷达图像传输中的应用。turbo码所取得的显著编码增益对蜂窝移动通信、深空通信和卫星通信等数字通信的各个领域产生了重大影响。基本思想是两个或多个后验概率解码器交换软信息。其中一个解码器计算信息序列的后验概率分布,并将该信息传递给下一个解码器。新的解码器利用这些信息并计算出自己版本的概率分布。这种信息交换称为迭代。经过一定次数的迭代后,在第二个解码器上做出决定。对于每一次迭代,我们解码支持正确决策的概率将会提高。在最后一次迭代中,使用最后一个解码器的软决策进行硬决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel equalization and noise reduction based on turbo codes
A new class of error control coding with binary parallel concatenated recursive systematic convolutional codes-turbo codes- and its an application over SAR (Synthetic Aperture Radar) image transmitting is presented in this paper. The remarkable coding gains achieved by turbo code have a great influence in various areas of digital communication, including cellular mobile, deep space communications and satellite communication. The basic idea is that two or more a posteriori probability decoders exchange soft information. One of the decoders calculates the a posteriori probability distribution of the information sequence and passes that information to the next decoder. The new decoder uses this information and computes its own version of the probability distribution. This exchange of information is called an iteration. After a certain number of iterations, a decision is made at the second decoder. For each iteration, the probability that we decode in favour of the correct decision will improve. At the last iteration, the hard decision is made using the soft decision of the last decoder.
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