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Performance Improvement in Spatially Multiplexed MIMO Systems over Weibull-Gamma Fading Channel

机译:Weibull-Gamma衰落信道上空间复用MIMO系统的性能改进

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摘要

I n multiple-input multiple-output (MIMO) systems, spatial demultiplexing at the receiver has its own significance. Thus, several detection techniques have been investigated. There is a tradeoff between computational complexity and optimal performance in most of the detection techniques. One of the detection techniques which gives improved performance and acceptable level of complexity is ordered successive interference cancellation (OSIC) with minimum mean square error (MMSE). However, optimal performance can be achieved by maximum likelihood (ML) detection but at a higher complexity level. Therefore, MMSE-OSIC with candidates (OSIC2) detection is recommended as a solution. In this paper, spatial multiplexed (SM) MIMO systems are considered to evaluate error performance with different detection techniques such as MMSE-OSIC, ML and MMSE-OSIC2 in a composite fading i.e. Weibull-gamma (WG) fading environment. In WG distribution, Weibull and gamma distribution represent multi-path and shadowing effects, respectively. Simulation results illustrate that MMSE-OSIC2 detection technique gives the improved symbol error rate (SER) performance which is similar to ML performance and its complexity level approaches to MMSE-OSIC.
机译:在多输入多输出(MIMO)系统中,接收机处的空间多路分解具有其自身的意义。因此,已经研究了几种检测技术。在大多数检测技术中,要在计算复杂度和最佳性能之间进行权衡。一种提供改进的性能和可接受的复杂度的检测技术是一种具有最小均方误差(MMSE)的有序连续干扰消除(OSIC)。但是,可以通过最大似然(ML)检测来获得最佳性能,但复杂度更高。因此,建议使用带有候选者的MMSE-OSIC(OSIC2)检测作为解决方案。在本文中,考虑在复合衰落(即Weibull-gamma(WG)衰落环境)中使用空间检测(SM)MIMO系统评估不同检测技术(例如MMSE-OSIC,ML和MMSE-OSIC2)的错误性能。在WG分布中,Weibull和gamma分布分别表示多路径和阴影效果。仿真结果表明,MMSE-OSIC2检测技术可提供与ML性能相似的改进的符号错误率(SER)性能,并且其复杂度水平接近MMSE-OSIC。

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