Analytical upper bound on optimum joint decoding capacity of Wyner GCMAC using hadamard inequality

M. Z. Shakir, T. Durrani, Mohamed-Slim Alouini
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Abstract

This paper presents an original analytical expression for an upper bound on the optimum joint decoding capacity of Wyner circular Gaussian cellular multiple access channel (C-GCMAC) for uniformly distributed mobile terminals (MTs) across the cells. This upper bound is referred to as Hadamard upper bound (HUB) and is a novel application of the Hadamard inequality established by exploiting the Hadamard operation between the channel fading and channel path gain matrices. In this context, we employ an approximation approach based on the estimation of probability density function (PDF) of Hadamard product of two matrices. A closed-form expression has been derived to capture the effect of variable user density in adjacent cells on optimal joint decoding capacity. The results of this paper demonstrate that the analytical HUB based on the proposed approximation approach converges to the theoretical results for medium range of signal to noise ratios and shows a comparable tighter bound on optimum joint decoding capacity.
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利用hadamard不等式分析Wyner GCMAC最优联合解码容量的上界
针对均匀分布的移动终端(MTs),给出了Wyner圆形高斯蜂窝多址信道(C-GCMAC)最佳联合译码容量上界的原始解析表达式。这个上界被称为Hadamard上界(HUB),是利用信道衰落和信道路径增益矩阵之间的Hadamard运算建立的Hadamard不等式的新应用。在这种情况下,我们采用了一种基于估计两个矩阵的Hadamard积的概率密度函数(PDF)的近似方法。导出了一个封闭表达式,以捕获相邻单元中可变用户密度对最佳联合解码容量的影响。本文的结果表明,基于所提出的近似方法的解析HUB在信噪比中等范围内收敛于理论结果,并且在最佳联合解码容量上显示出相当严格的界限。
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