MIMO BC连续编码连续分配方法的大系统分析

C. Guthy, W. Utschick, M. Honig
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引用次数: 3

摘要

在实际应用中,需要发送端完整信道状态信息的信号处理算法的平均和速率的解析表达式很难得到。在大系统极限下,当至少两个系统参数以有限固定的比率趋于无穷时,通常可以得到解析表达式,它也可以作为有限参数系统的一个很好的近似。本文对具有最小均方误差(MMSE)滤波器的连续编码连续分配方法(SESAM)进行了系统分析,该方法几乎可以在大大降低复杂度的情况下实现最优求和容量。导出了瑞利衰落信道渐近和速率的解析近似,并与有限系统中的仿真结果进行了比较。
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Large system analysis of the Successive Encoding Successive Allocation Method for the MIMO BC
Analytical expressions for the average sum rate of signal processing algorithms which require full Channel State Information at the transmitter are hard to obtain in practice. In the large system limit, where at least two system parameters go to infinity at a finite fixed ratio, analytical expressions can often be obtained, which also serve as a good approximation in systems with finite parameters. In this paper we present a large system analysis of the Successive Encoding Successive Allocation Method (SESAM) with Minimum Mean Square Error (MMSE) filters, which can almost achieve the optimum sum capacity at drastically reduced complexity. An analytical approximation of the asymptotic sum rate for Rayleigh fading channels is derived and compared with simulations in finite systems.
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