A Computation Efficiency AND-CFAR for FMCW Radar Receiver

Ho-En Liao, Guan-Yu Lin, M. Sheu, S. Siao, Sin-Siang Wan
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引用次数: 3

Abstract

The paper proposes a computation efficient constant false alarm rate (CFAR) algorithm, AND-CFAR, for frequency modulated continuous-wave (FMCW) radar receiver. The criterion of AND-CFAR algorithm adopts criteria combing Cell-Averaging (CA) and Order Statistics (OS) CFAR algorithms with 'AND' operation, and the frequency estimation is thus improved. While considering application in embedded systems, it is necessary to lower computation complexity of AND-CFAR algorithm. Therefore, a computation efficiency AND-CFAR algorithm is proposed to reduce the computation effort in CA and OS CFAR algorithms. Base band processing of FMCW receiver, which is composed of a band pass filter (BPF), a FFT and a AND-CFAR, is simulated to show the validity of the algorithm proposed. And, then, the base band FMCW receiver is implemented in two DSP chips to show the saving in execution periods with AND-CFAR algorithm proposed.
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FMCW雷达接收机的计算效率与cfar
针对调频连续波(FMCW)雷达接收机,提出了一种计算效率高的恒虚警率(CFAR)算法AND-CFAR。and -CFAR算法的判据采用与运算结合Cell-Averaging (CA)和Order Statistics (OS) CFAR算法的判据,改进了频率估计。考虑到在嵌入式系统中的应用,有必要降低AND-CFAR算法的计算复杂度。因此,为了减少CA和OS CFAR算法中的计算量,提出了一种计算效率与CFAR算法。通过对由带通滤波器(BPF)、FFT和and - cfar组成的FMCW接收机基带处理的仿真,验证了该算法的有效性。然后,在两个DSP芯片上实现了基带FMCW接收机,以显示使用And - cfar算法可以节省执行周期。
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