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基于 FrFT 和分数自相关插值的非协作 OFDM-LFM 雷达信号的迭代高精度参数估计。

Iterative High-Accuracy Parameter Estimation of Uncooperative OFDM-LFM Radar Signals Based on FrFT and Fractional Autocorrelation Interpolation.

机构信息

School of information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

出版信息

Sensors (Basel). 2018 Oct 19;18(10):3550. doi: 10.3390/s18103550.

Abstract

To improve the parameter estimation performance of uncooperative Orthogonal Frequency Division Multi- (OFDM) Linear Frequency Modulation (LFM) radar signals, this paper proposes an iterative high-accuracy method, which is based on Fractional Fourier Transform (FrFT) and Fractional Autocorrelation (FA) interpolation. Two iterative estimators for rotation angle and center frequencies are derived from the analytical formulations of the OFDM-LFM signal. Both estimators are designed by measuring the residual terms between the quasi peak and the real peak in the fractional spectrum, which were obtained from the finite sampling data. Successful elimination of spectral leakage caused by multiple components of the OFDM-LFM signal is also proposed by a sequential removal of the strong coefficient in the fractional spectrum through an iterative process. The method flow is given and its superior performance is demonstrated by the simulation results.

摘要

为了提高非协作正交频分多载波(OFDM)线性调频(LFM)雷达信号的参数估计性能,本文提出了一种基于分数傅里叶变换(FrFT)和分数自相关(FA)插值的迭代高精度方法。从 OFDM-LFM 信号的解析公式推导出了旋转角和中心频率的两个迭代估计器。这两个估计器的设计是通过测量分数谱中准峰值和真实峰值之间的残差来实现的,这些残差是从有限的采样数据中得到的。通过迭代过程,通过顺序删除分数谱中的强系数,还提出了成功消除 OFDM-LFM 信号多分量引起的频谱泄漏的方法。给出了方法流程,并通过仿真结果证明了其优越的性能。

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