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基于时频面旋转的线性调频信号增强
引用本文:邹红星,李衍达.基于时频面旋转的线性调频信号增强[J].清华大学学报(自然科学版),1999,39(7):2.
作者姓名:邹红星  李衍达
作者单位:清华大学,自动化系,智能技术与系统国家重点实验室,北京,100084
基金项目:国家自然科学基金,国防科技重点实验室基金
摘    要:估计淹没于噪声中的线性调频(chirp)信号,是许多研究领域中的一个基本课题。本文提出一种基于时频面旋转的增强 chirp 信号的算法,其处理过程是: 首先计算含噪信号的短时 Fourier 变换,然后用由瞬时频率得出的信号的倾斜角度控制时频平面的旋转,在奇异值分解的基础上用低有效秩分离开信号子空间和噪声子空间,再将信号子空间旋转回去,最后经短时 Fourier 逆变换,就得到去除了噪声的信号。仿真实验的结果表明了这种增强算法具有很好的保幅性能。

关 键 词:线性调频信号增强  时频分布  奇异值分解  子空间  时频面旋转  瞬时频率
修稿时间:1998-06-11

Enhancing chirp signal based on rotation of time-frequency plane
ZOU Hongxing,LI Yanda.Enhancing chirp signal based on rotation of time-frequency plane[J].Journal of Tsinghua University(Science and Technology),1999,39(7):2.
Authors:ZOU Hongxing  LI Yanda
Abstract:The problem of estimating the chirp signal immersed in noise is a fundamental one in many diverse fields. In this paper, a new algorithm for enhancing the chirp signal based on the rotation of time frequency plane is proposed. The algorithm works in the following procedure: first, calculate the short time Fourier transform of the noisy signal; this is followed by rotating the time frequency plane with rotation angle yielded from the estimated instantaneous frequency; then, on the basis of singular value decomposition, use a low effective rank to split signal and noise subspaces; finally, rotate the signal subspace back and perform the inverse short time Fourier transform. Simulation results show that the proposed algorithm has a good property of amplitude preservation.
Keywords:enhancement  of chirp signal  time  frequency distribution  singular value decomposition  subspace  rotation of time  frequency plane  instantaneous frequency
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