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用于线性调频连续波雷达的小多普勒频率检测增强

Enhancement of small doppler frequencies detection for LFMCW radar.

作者信息

Ghanem Sameh

机构信息

Electronics and Communications, Egyptian Academy for Engineering and Advanced Technology (EAEAT), Cairo, Al Qahirah, Egypt.

出版信息

PeerJ Comput Sci. 2021 Jan 28;7:e367. doi: 10.7717/peerj-cs.367. eCollection 2021.

Abstract

Detection of targets with small Doppler frequencies of linear-frequency modulated continuous wave radars is the main task of this article. The moving target indicator (MTI) is used to reject the fixed targets and high-speed targets through the radar research area. In this work, targets with small Doppler frequencies can be detected perfectly based on the frequency response of a single delay line canceller followed by single delay line integrator. An enhancement of the proposed algorithm is achieved using a filter in the range direction of the range-Doppler processor scheme. The proposed filter is chosen with certain coefficients after the first fast Fourier transform processor in range to enhance the radar performance. The evaluation of the proposed algorithm is achieved at different slow Doppler scenarios of the target and compared with the traditional algorithm which uses only MTI processor. Another aspect that is important for evaluation of the proposed algorithm is the detection performance of the algorithms through the receiver operating characteristic curves. Implementation of the proposed algorithm using FPGA is performed in real time applications and it is found that it meets the simulation results.

摘要

检测线性调频连续波雷达小多普勒频率目标是本文的主要任务。动目标指示器(MTI)用于在雷达探测区域内排除固定目标和高速目标。在这项工作中,基于单延迟线对消器随后接单延迟线积分器的频率响应,可以完美地检测到小多普勒频率目标。在距离-多普勒处理器方案的距离方向上使用滤波器,实现了所提算法的增强。在所提滤波器在距离上经过首个快速傅里叶变换处理器后,选择特定系数以提高雷达性能。在所提算法在目标的不同缓慢多普勒场景下进行评估,并与仅使用MTI处理器的传统算法进行比较。对所提算法评估的另一个重要方面是通过接收机工作特性曲线来评估算法的检测性能。使用现场可编程门阵列(FPGA)实现所提算法用于实时应用,结果发现它与仿真结果相符。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c29/7924440/b4fcf605d27e/peerj-cs-07-367-g001.jpg

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