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A comparative study of Rayleigh fading wireless channel simulators

机译:瑞利衰落无线信道模拟器的比较研究

摘要

Computer simulation is now increasingly being used for design and performanceevaluation of communication systems. When simulating a mobile wireless channel forcommunication systems, it is usually assumed that the fading process is a randomvariate with Rayleigh distribution. The random variates of the fading process shouldalso have other properties, like autocorrelation, spectrum, etc. At present, thereare a number of methods to generate the Rayleigh fading process, some of themquite recently proposed. Due to the use of different Rayleigh fading generators,different simulations of the same communication system yield different results. Threemethods, viz., the Jakes method, the IDFT method and the filtering WGN method,have been studied, simulated and compared based on the Rayleigh fading process'properties. Various communication systems have been simulated using the Rayleighfading generators and the difference in the results, if any, have been analyzed. Theresearch studies the different Rayleigh fading generators and compares them usingthe properties of the Rayleigh fading channel. It is found that the IDFT method andthe filtering WGN method generate processes that have properties very close to theideal Rayleigh fading process.
机译:计算机仿真现在正越来越多地用于通信系统的设计和性能评估。在模拟用于通信系统的移动无线信道时,通常假定衰落过程是具有瑞利分布的随机变量。衰落过程的随机变量还应该具有其他属性,例如自相关,频谱等。当前,有许多方法可以生成瑞利衰落过程,其中一些是最近提出的。由于使用了不同的瑞利衰落发生器,同一通信系统的不同仿真产生了不同的结果。根据瑞利衰落过程的性质,对Jakes方法,IDFT方法和滤波WGN方法这三种方法进行了研究,仿真和比较。使用Rayleighfading发生器已经模拟了各种通信系统,并且分析了结果之间的差异(如果有)。研究研究了不同的瑞利衰落发生器,并利用瑞利衰落信道的性质对其进行了比较。发现IDFT方法和滤波WGN方法产生的过程具有非常接近理想瑞利衰落过程的特性。

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