Literature DB >> 32183386

An Anti-FOD Method Based on CA-CM-CFAR for MMW Radar in Complex Clutter Background.

Xiaoqi Yang1, Kai Huo2, Jianwei Su2, Xinyu Zhang2, Weidong Jiang2.   

Abstract

Traditional constant false alarm rate (CFAR) methods have shown their potential for foreign object debris (FOD) indication. However, the performance of these methods would deteriorate under the complex clutter background in airport scenes. This paper presents a threshold-improved approach based on the cell-averaging clutter-map (CA-CM-) CFAR and tests it on a millimeter-wave (MMW) radar system. Clutter cases are first classified with variability indexes (VIs). In homogeneous background, the threshold is calculated by the student-t-distributed test statistic; under the discontinuous clutter conditions, the threshold is modified according to current VI conditions, in order to address the performance decrease caused by extended clutter edges. Experimental results verify that the chosen targets can be indicated by the t-distributed threshold in homogeneous background. Moreover, effective detection of the obscured targets could also be achieved with significant detectability improvement at extended clutter edges.

Entities:  

Keywords:  clutter edge; clutter map; constant false alarm rate; foreign object debris; millimeter-wave radar; variability index

Year:  2020        PMID: 32183386     DOI: 10.3390/s20061635

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  1 in total

1.  FOD Detection Method Based on Iterative Adaptive Approach for Millimeter-Wave Radar.

Authors:  Yangliang Wan; Xingdong Liang; Xiangxi Bu; Yunlong Liu
Journal:  Sensors (Basel)       Date:  2021-02-10       Impact factor: 3.576

  1 in total

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