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Matched filter decoding of random binary and Gaussian codes in broadband Gaussian channel

机译:宽带高斯信道中随机二进制和高斯码的匹配滤波解码

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摘要

In this paper we consider the additive white Gaussian noise channel with an average input power constraint in the power-limited regime. A well-known result in information theory states that the capacity of this channel can be achieved by random Gaussian coding with analog quadrature amplitude modulation (QAM). In practical applications, however, discrete binary channel codes with digital modulation are most often employed. We analyze the matched filter decoding error probability in random binary and Gaussian coding setups in the wide bandwidth regime, and show that the performance in the two cases is surprisingly similar without explicit adaptation of the codeword construction to the modulation. The result also holds for the multiple access and the broadcast Gaussian channels, when signal-to-noise ratio is low. Moreover, the two modulations can be even mixed together in a single codeword resulting in a hybrid modulation with asymptotically close decoding behavior. In this sense the matched filter decoder demonstrates the performance that is largely insensitive to the choice of binary versus Gaussian modulation.
机译:在本文中,我们考虑在功率限制范围内具有平均输入功率约束的加性高斯白噪声通道。信息论中的一个著名结果表明,该信道的容量可以通过具有模拟正交幅度调制(QAM)的随机高斯编码来实现。然而,在实际应用中,最经常使用具有数字调制的离散二进制信道代码。我们分析了在宽带机制中随机二进制和高斯编码设置中的匹配滤波器解码错误概率,并表明在两种情况下,如果没有明确将码字结构适应调制,其性能令人惊讶地相似。当信噪比较低时,结果也适用于多路访问和广播高斯信道。而且,两个调制甚至可以在单个码字中混合在一起,从而产生具有渐近接近解码行为的混合调制。从这个意义上讲,匹配滤波器解码器展示了对二进制调制还是高斯调制不敏感的性能。

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