Favorable Propagation and Linear Multiuser Detection for Distributed Antenna Systems

R. Gholami, L. Cottatellucci, D. Slock
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引用次数: 5

Abstract

Cell-free MIMO, employing distributed antenna systems (DAS), is a promising approach to deal with the capacity crunch of next generation wireless communications. In this paper, we consider a wireless network with transmit and receive antennas distributed according to homogeneous point processes. The received signals are jointly processed at a central processing unit. We study if the favorable propagation properties, which enable almost optimal low complexity detection via matched filtering in massive MIMO systems, hold for DAS with line of sight (LoS) channels and general attenuation exponent. Making use of Euclidean random matrices (ERM) and their moments, we show that the analytical conditions for favorable propagation are not satisfied. Hence, we propose multistage detectors, of which the matched filter represents the initial stage. We show that polynomial expansion detectors and multistage Wiener filters coincide in DAS and substantially outperform matched filtering. Simulation results are presented which validate the analytical results.
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分布式天线系统的有利传播与线性多用户检测
采用分布式天线系统(DAS)的无小区MIMO是解决下一代无线通信容量紧张的一种很有前途的方法。本文考虑了一种发射天线和接收天线按齐次点过程分布的无线网络。所接收的信号在中央处理机上进行联合处理。我们研究了在大规模MIMO系统中通过匹配滤波实现几乎最优的低复杂度检测的良好传播特性是否适用于具有视线(LoS)信道和一般衰减指数的DAS。利用欧几里得随机矩阵(ERM)及其矩,我们证明了有利传播的解析条件不满足。因此,我们提出了多级检测器,其中匹配的滤波器代表初始阶段。我们证明了多项式展开检测器和多级维纳滤波器在DAS中重合,并且大大优于匹配滤波。仿真结果验证了分析结果的正确性。
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