基于新的秩序滤波算法的OS-CFAR处理器的设计与实现

Zulfiqar Ali, A. Arshad, U. Razzaq, S. Sana, Abdul Haseeb Ahmed, Abdullah M. Harris
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引用次数: 7

摘要

提出了一种新的OS CFAR的秩序统计量计算算法。与CA CFAR相比,OS CFAR在多目标环境中提供了更好的性能。然而,排序数据数组的计算需求使其实现复杂化。我们提出了一种算法,通过采用秩序统计查找算法以及利用fpga提供的并行性来克服这一挑战。在该技术中,使用先前计算的结果依次对数据数组进行除法,以找到新的秩序值。该设计在来自TA-10K空中交通管制雷达的MTI处理数据上进行了测试,并且是基于FPGA的单芯片雷达信号处理器的一部分。它使用Xilinx XtremeDSP套件在Virtex-4SX35 FPGA上实现。
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Design and implementation of an OS-CFAR processor based on a new rank order filtering algorithm
A novel rank order statistic calculation algorithm for OS CFAR is presented. OS CFAR gives improved performance in a multitarget environment as compared to CA CFAR. However, the computational requirements of sorting data arrays complicate its implementation. We present an algorithm to overcome this challenge by employing a rank order statistic finding algorithm coupled with the exploitation of parallelism offered by FPGAs. In this technique previously computed results are used to successively divide the data array in order to find the new rank order value. The design is tested on MTI processed data from a TA-10K air traffic control radar and is part of a single chip FPGA based radar signal processor. It is implemented on a Virtex-4SX35 FPGA using the Xilinx XtremeDSP kit.
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