Title :
A Computation Efficiency AND-CFAR for FMCW Radar Receiver
Author :
Ho-En Liao ; Guan-Yu Lin ; Ming-Hwa Sheu ; Siang-Min Siao ; Sin-Siang Wan
Author_Institution :
Dept. Commun. Eng., Feng Chia Univ. Taichung, Taichung, Taiwan
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.
Keywords :
CW radar; FM radar; band-pass filters; computational complexity; digital signal processing chips; embedded systems; fast Fourier transforms; frequency estimation; radar receivers; AND operation; AND-CFAR algorithm; BPF; CA; DSP chips; FFT; FMCW radar receiver; OS CFAR algorithms; band pass filter; base band processing; cell-averaging; computation complexity; computation efficiency; constant false alarm rate; embedded systems; frequency estimation; frequency modulated continuous-wave radar receiver; order statistics CFAR algorithms; Algorithm design and analysis; Band-pass filters; Baseband; Digital signal processing; Radar; Receivers; Signal processing algorithms; CFAR; FMCW; baseband processing; embedded systems;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on
Conference_Location :
Beijing
DOI :
10.1109/IIH-MSP.2013.36