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STATISTICAL PROPERTIES ANALYSIS OF IMPROVED JAKES' FADING CHANNEL MODEL

机译:改进杰克斯褪色通道模型的统计特性分析

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Recently, a novel improved Jakes' fading channel simulator was proposed by Y. Li and X. Huang, which can generate multiple independent Rayleigh faders. In this paper, some important statistical properties of this improved Jakes' simulator are analyzed and compared with those of the classical Jakes' simulator. It is proved that it can generate multiple independent Rayleigh faders easily. The farther simulation results also show that it is a good method to reproduce the important proprieties of the real world. Simulating a mobile multipath fading channel often requires multiple independent Rayleigh generator, each of which can generate correlated Rayleigh fading samples. A sum-of-sinusoids (SOS)-based fading channel simulation method has been proposed by Jakes. His simulator may be an efficient way to implement a hardware or software simulation of the Rayleigh fading multipath channel. But it has some undesirable properties, e.g. for any pair of the faders, they are not independent; for a single fader, the correlation function of the in-phase and quadrature components of the signal is not always zero, et al. Recently, another improved simulation method has been proposed by Y. Li and X. Huang. In this paper, its statistical properties are analyzed and compared with those of the classical Jakes' simulation method. The theoretical analysis and simulation results show that it is superior to the other methods.
机译:最近,由Y.Li和X. Huang提出了一种新颖的改进的杰克斯褪色信道模拟器,可以产生多个独立的瑞利推子。在本文中,分析了这种改进的杰克模拟器的一些重要统计特性,并与古典杰克模拟器的模拟器进行了比较。事实证明,它可以轻松产生多个独立的瑞利推子。更远的仿真结果还表明它是重现现实世界的重要礼制的好方法。模拟移动多路径衰落通道通常需要多个独立的瑞利发生器,每个瑞利发生器可以产生相关的瑞利衰落样本。杰克斯提出了一种窦逐渐增加的衰落信道仿真方法。他的模拟器可以是实现瑞利衰落多径通道的硬件或软件仿真的有效方法。但它具有一些不良的性质,例如,对于任何一对推子,它们不是独立的;对于单个推子,信号的同相和正交分量的相关函数并不总是零,等。最近,Y. Li和X. Huang提出了另一种改进的模拟方法。本文分析了其统计特性,并与古典杰克仿真方法进行了比较。理论分析和仿真结果表明它优于其他方法。

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