带宽压缩联合源信道编码

Surajit Deka, K. K. Sarma
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引用次数: 1

摘要

在本文中,我们考虑了一个无记忆的二元高斯源在高斯广播信道上的带宽压缩广播。我们分析了混合数模(HDA)编码系统与联合源信道编码(JSCC)相结合的性能,以测量失真区域。讨论了模拟和数字技术相结合的传输优势,以及一类失真性能更好的HDA方案。通过采用Wyner-Ziv和Costa编码来测量源和信道编码的性能,以获得可能更好的系统结果。在我们的模型中,我们认为上层是混合层的组合,因为模拟和数字处理都完成了。这是在存在量化误差的情况下执行的,并且在两个条件下测量系统的性能:1)量化比例因子α = 0的HDA方案,即信道输入只有模拟信息,将其视为缩放后的量化误差βS; 2)通过设置误差比例因子β = 0和3)考虑在三层中每一层都包含JSCC递归模式,以获得更好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Source Channel Coding with Bandwidth Compression
In this paper, we have considered the broadcasting of a memoryless bivariate Gaussian source over a Gaussian broadcast channel with respect to bandwidth compression. We have analysed the performance of a hybrid digital-analog (HDA) coding system in combination with joint source channel coding (JSCC) to measure the distortion regions. The transmission advantages due to the combination of both the analog and digital techniques, a class of HDA schemes that yields better performance in distortion is discussed. The performance of source and channel coding for the possible better outcome of the system is measured by employing Wyner-Ziv and Costa coding. In our model, we have considered the upper layer to be a combination of a hybrid layer in the sense of both the analog and digital processing is done. This is executed in presence of quantization error and performance of the system is measured with two conditions: 1) HDA scheme with quantization scaling factor α = 0, i.e. the input of the channel have only the analog information which is considered as the scaled quantization error βS 2) The analog information from the first layer S is suppressed by setting error scaling factor β = 0 and 3) Inclusion of recursive mode with JSCC in each of the three layers for the possible better outcome is considered here.
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