基于遗传算法的单比特FFT雷达拦截器优化

R. Gómez‐García, M. Burgos-García
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引用次数: 4

摘要

数据处理模块的运行率有限,严重制约了电子战数字接收机的实时性。用单位DFT代替传统的DFT算法可以部分地克服这个问题。单比特近似的主要缺点是虚警概率(P/sub FA/)的增加。提出了一种基于滤波器组的替代数据处理模块。这是通过遗传算法优化单比特DFT滤波器组来实现的。讨论了采用优化滤波器组后数字接收机的P/sub D/ P/sub FA/(检测概率-虚警概率)性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of a monobit FFT radar interceiver using a genetic algorithm
Real-time implementation of electronic warfare digital receivers is strongly constrained by the limited operation rate of data processing blocks. This problem can be partially overcome by using monobit DFT instead of a conventional DFT algorithm. The main disadvantage of the monobit approximation lies in the increase of false alarm probability (P/sub FA/). An alternative data processing block based on a filter bank is proposed. This is achieved by means of a genetic algorithm optimization of the monobit DFT filter bank. P/sub D/-P/sub FA/ (detection probability - false alarm probability) performance of the digital receiver using the optimized filter bank is also discussed.
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