基于MSE平衡的广播信道模拟联合源信道编码系统设计

Ó. Fresnedo, José P. González-Coma, L. Castedo
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引用次数: 0

摘要

我们考虑使用模拟联合源信道编码(JSCC)在多输入多输出(MIMO)广播信道(bc)上传输离散时间连续幅度源信息符号。我们提出了一种分布式方案,该方案由单用户模拟映射连接到专门为BC设计的BC访问方案。根据传输时信道知识的不同,考虑了两种不同的接入方法:码分多址(CDMA)和线性最小均方误差(MMSE)。所得到的模拟JSCC系统进行了优化,以满足相应的用户mse和功率约束的要求。为了保证优化问题的可行性,还引入了均方根平衡的思想。计算机仿真表明,采用线性MMSE码代替CDMA码可以获得更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of analog Joint Source-Channel Coding systems for Broadcast Channels with MSE balancing
We consider the transmission of discrete-time continuous amplitude source information symbols over Multiple-Input Multiple-Output (MIMO) Broadcast Channels (BCs) using analog Joint Source Channel Coding (JSCC). We propose a distributed scheme that consists of single-user analog mappings concatenated with a BC access scheme specifically designed for the BC. Two different access methods are considered depending on the level of channel knowledge at transmission: Code Division Multiple Access (CDMA) and linear Minimum Mean Square Error (MMSE). The resulting analog JSCC systems are optimized to satisfy the requirements corresponding to the user MSEs and the power constraint. The idea of MSE balancing is also introduced to guarantee the feasibility of the optimization problems. Computer simulations show that CDMA provides good performance, although better results are obtained when the linear MMSE codes are employed instead of the CDMA ones.
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