首页> 外文会议>Proceedings of 2013 9th International ITG Conference on Systems, Communication and Coding. >Surpassing Purely Digital Transmission: A Simplified Design of Hybrid Digital Analog Codes
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Surpassing Purely Digital Transmission: A Simplified Design of Hybrid Digital Analog Codes

机译:超越纯数字传输:混合数字模拟代码的简化设计

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One problem of conventional digital transmission systems that transmit real-valued source symbols is that the transmission fidelity always saturates for channels that have attained the design channel quality (worst-case channel condition); this saturation is caused by the irreversible error introduced by the source coder. Even though hybrid digital analog (HDA) codes address this problem by additionally transmitting the inherent quantization error by using analog methods, the design and the decoding of these HDA codes is complex or even impossible for long block lengths. Thus, the aim of this study is to introduce a new way to design HDA codes using well-known digital codes. Another objective is to theoretically and empirically compare the proposed design with the conventional purely digital transmission systems. This study applied Monte Carlo simulations with Reed- Solomon codes or convolutional codes as the digital part and LMMSE estimation in the analog part of the HDA system. The simulation results agreed well with the theoretical considerations. Since the proposed design uses well-established, excellent digital codes that support long block lengths, the design and decoding of HDA codes is simplified. The inherent error introduced by the source coder is reduced by combining these digital codes with analog transmission, thereby eliminating the saturation of the transmission fidelity. The newly proposed HDA system surpasses the purely digital transmission system at all channel qualities. Index Terms ?? Hybrid Digital Analog (HDA), Reed-Solomon code, convolutional code, LMMSE estimator, joint MMSE decoding.
机译:传输实值源符号的常规数字传输系统的一个问题是,对于达到设计信道质量(最坏情况的信道条件)的信道,传输保真度总是饱和的。这种饱和是由源编码器引入的不可逆错误引起的。即使混合数字模拟(HDA)代码通过使用模拟方法额外传输固有的量化误差来解决此问题,但对于较长的块长度,这些HDA代码的设计和解码都是复杂的,甚至是不可能的。因此,本研究的目的是介绍一种使用众所周知的数字代码设计HDA代码的新方法。另一个目的是在理论上和经验上将建议的设计与常规的纯数字传输系统进行比较。这项研究将Reed-Solomon码或卷积码作为HDA系统模拟部分的数字部分和LMMSE估计应用了蒙特卡罗模拟。仿真结果与理论考虑吻合良好。由于拟议的设计使用了成熟的,出色的数字代码,可支持较长的块长度,因此简化了HDA代码的设计和解码。通过将这些数字代码与模拟传输结合起来,可以减少源编码器引入的固有误差,从而消除了传输保真度的饱和度。新提出的HDA系统在所有信道质量上都超过了纯数字传输系统。索引词混合数字模拟(HDA),里德-所罗门码,卷积码,LMMSE估计器,联合MMSE解码。

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