A Framework for Computing Detection and False Alarm Probabilities for IR-UWB Transmitted Reference Receivers over Generalized Fading Channels with Tone Interference

M. D. Renzo, F. Graziosi, F. Santucci
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引用次数: 7

Abstract

In this paper, we propose an analytical framework for computing detection (Pd) and false alarm (Pfa) probabilities for impulse radio ultra wide band (IR-UWB) transmitted- reference (TR) receivers in a quite general scenario, which includes generalized multipath fading channels and narrowband interference as well. The proposed framework is intended to overcome the limitations of current frameworks developed to analyze timing acquisition performance of IR-UWB TR receivers, which either resort to central limit theorem (CLT) arguments and to semi-analytical approaches for performance analysis over multipath fading channels or do not consider narrow-band interference in the reference scenario. In this contribution, we exploit some properties of "quadratic-form" receivers, and the Gil-Pelaez inversion theorem to develop simple formulas for computing the average Pd and Pfa probabilities, thus providing final expressions that take on the form of a single finite-limit integral, which can be easily integrated using standard techniques. We show that the proposed framework is exact for performance analysis of TR schemes over generalized fading channels, while it provides a very tight approximation for performance analysis in faded scenarios further impaired by narrow-band interference. Numerical and simulation results are also provided to substantiate the accuracy of the developed framework.
基于广义衰落信道的uwb发射参考接收机检测与虚警概率计算框架
本文提出了一种计算脉冲无线电超宽带(IR-UWB)发射参考(TR)接收机在一般情况下检测(Pd)和虚警(Pfa)概率的分析框架,其中包括广义多径衰落信道和窄带干扰。所提出的框架旨在克服目前用于分析IR-UWB TR接收机时序采集性能的框架的局限性,这些框架要么采用中心极限定理(CLT)参数和半解析方法进行多径衰落信道的性能分析,要么在参考场景中不考虑窄带干扰。在这篇贡献中,我们利用“二次形式”接收器的一些性质,以及Gil-Pelaez反演定理来开发计算平均Pd和Pfa概率的简单公式,从而提供了采用单一有限极限积分形式的最终表达式,可以使用标准技术轻松集成。我们表明,所提出的框架对于广义衰落信道上的TR方案的性能分析是准确的,同时它为受窄带干扰进一步损害的衰落场景的性能分析提供了非常严格的近似。数值和仿真结果也证实了所开发框架的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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