论文标题

高度精确的闭合形式近似,以检测非连锁检测器中的微作用靶标的概率

Highly accurate closed-form approximation for the probability of detection of Weibull fluctuating targets in non-coherent detectors

论文作者

García, Fernando Darío Almeida, Rodriguez, Andrea Carolina Flores, Fraidenraich, Gustavo

论文摘要

在本文中,我们得出了具有Weibull波动靶标的非连锁检测器的检测概率(PD)的高度准确近似值。为此,我们假设在相干处理间隔(CPI)期间脉冲对脉冲去相关。具体而言,提出的近似是根据:i)根据FOX的H功能得出的闭合形式表达式,我们还为此提供了便携式有效的Mathematica常规; ii)通过残基的全面演算获得的快速收敛序列。两种解决方案都是快速的,并提供非常准确的结果。特别是,与以前的研究相比,我们的串联表示外,除了是一个更容易处理的解决方案之外,还可以在计算负载和计算时间上节省了令人印象深刻的节省。数值结果和蒙特卡洛模拟证实了我们表达的有效性。

In this paper, we derive a highly accurate approximation for the probability of detection (PD) of a non-coherent detector operating with Weibull fluctuation targets. To do so, we assume a pulse-to-pulse decorrelation during the coherent processing interval (CPI). Specifically, the proposed approximation is given in terms of: i) a closed-form expression derived in terms of the Fox's H-function, for which we also provide a portable and efficient MATHEMATICA routine; and ii) a fast converging series obtained through a comprehensive calculus of residues. Both solutions are fast and provide very accurate results. In particular, our series representation, besides being a more tractable solution, also exhibits impressive savings in computational load and computation time compared to previous studies. Numerical results and Monte-Carlo simulations corroborated the validity of our expressions.

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