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Limits on the Robustness of MIMO Joint Source-Channel Codes

机译:MIMO联合源信道代码的鲁棒性限制

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摘要

In this paper, the theoretical limits on the robustness of MIMO joint source channel codes is investigated. The case in which a single joint source channel code is used for the entire range of SNRs and for all levels of required fidelity is considered. Limits on the asymptotic performance of such a system are characterized in terms of upper bounds on the diversity-fidelity tradeoff, which can be viewed as an analog version of the diversity-multiplexing tradeoff. In particular, it is shown that there is a considerable gap between the diversity-fidelity tradeoff of robust joint source-channel codes and the optimum tradeoff (without the constraint of robustness).
机译:本文研究了MIMO联合源信道码鲁棒性的理论极限。考虑将单个联合源信道代码用于SNR的整个范围以及所需保真度的所有级别的情况。这种系统的渐近性能的极限是通过分集保真度折衷的上限来表征的,可以将其视为分集复用折衷的模拟版本。特别地,示出了在鲁棒的联合源信道代码的分集-保真度折衷与最优折衷之间(在鲁棒性的约束下)存在相当大的差距。

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