Modern FDA-LFM Radar System and Efficient Range-Angle-Doppler Processing Algorithm

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-11-07 DOI:10.1109/TAES.2024.3492167
Geon U Kim;Jeong Phill Kim
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Abstract

A radar system is proposed that combines frequency diverse array (FDA) and linear frequency modulation (LFM) signals to provide efficient and high-range resolution characteristics. The combined signal could be generated by using a multichannel direct digital synthesizer. Previous studies of the FDA-LFM system based on the delay line are reviewed. Some errors in the signal expressions are corrected and the associated characteristics are revised. For the proposed FDA-LFM radar system, the signal formulations and the signal processing algorithm for range, angle, and Doppler are detailed. The range-time information can initially be extracted by applying the short-time Fourier transform to the time-domain data. In addition, the target angle is extracted from the obtained range-time data through the coordinate transformation. The Doppler information is then extracted by applying the fast Fourier transform to the successive range-angle data. Numerical simulations are performed and the obtained results fully validate the proposed FDA-LFM radar configuration and the systematic and efficient signal processing algorithm. Further Monte Carlo simulations are performed to analyze the estimation accuracy of the proposed radar system.
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现代 FDA-LFM 雷达系统和高效测距-角度-多普勒处理算法
提出了一种结合变频阵列(FDA)和线性调频(LFM)信号的雷达系统,以提供高效和高距离分辨率的特性。组合信号可以通过多通道直接数字合成器产生。综述了基于延迟线的FDA-LFM系统的研究现状。修正了信号表达式中的一些错误,并修正了相关特征。对于所提出的FDA-LFM雷达系统,详细介绍了距离、角度和多普勒的信号格式和信号处理算法。通过对时域数据进行短时傅里叶变换,可以初步提取距离-时间信息。此外,通过坐标变换从获得的距离-时间数据中提取目标角度。然后通过对连续的距离-角度数据进行快速傅里叶变换提取多普勒信息。数值仿真结果充分验证了所提出的FDA-LFM雷达配置和系统高效的信号处理算法。通过蒙特卡罗仿真进一步分析了所提雷达系统的估计精度。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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