基于FPGA的自适应二进制积分器的设计与实现

F. Ahmed, K. Moustafa, A. Fouad, A. Fahmy
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引用次数: 3

摘要

二进制检测积分器具有简单、抗异步干扰、检测性能好等特点。由于背景不均匀,存在检测损失。为了克服二进制积分的局限性,采用了自适应二进制积分器(ABI)。与二进制积分器相比,ABI具有自动检测和自适应阈值的优点。采用现场可编程门阵列(fpga)设计并实现了自适应二进制积分器。通过接收机工作特性(ROC)来评估所提出的ABI的性能。在不同的噪声、异步干扰、海杂波和雨杂波条件下对所实现的硬件进行了实验评估。通过设计恒虚警率(Constant False Alarm Rate, CFAR)处理器来实现高检测概率,这是ABI中较高虚警概率的第一步。然后通过积分的作用降低最终的虚警概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA based design and implementation of an Adaptive Binary Integrator
Binary detection integrator is characterized by its simplicity, resistance against asynchronous interference, and its good detection performance. It suffers from detection loss due to non-homogeneous background. To overcome the limitations of binary integration, the Adaptive Binary Integrator (ABI) is used. ABI achieves the advantages of automatic detection and adaptive thresholding over the binary integrator. The presented adaptive binary integrator is designed and implemented using field programmable gate arrays (FPGAs). The performance of the proposed ABI is evaluated through the Receiver Operating Characteristic (ROC). The implemented hardware is evaluated experimentally under different conditions of noise, asynchronous interference, sea clutters, and rain clutters. High probability of detection is achieved by designing the Constant False Alarm Rate (CFAR) processor which is the first stage in the proposed ABI for relatively high probability of false alarm. The final probability of false alarm is then reduced by the effect of integration.
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