A parameter estimation scheme for damped sinusoidal signals based on low-rank Hankel approximation

被引:52
作者
Li, Y
Liu, KJR
Razavilar, J
机构
[1] UNIV MARYLAND,DEPT ELECT ENGN,COLLEGE PK,MD 20742
[2] UNIV MARYLAND,SYST RES INST,COLLEGE PK,MD 20742
关键词
D O I
10.1109/78.554314
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Most of the existing algorithms for parameter estimation of damped sinusoidal signals are based only on the low-rank approximation of prediction matrix and ignore the Hankel property of the prediction matrix. In this correspondence, we propose a modified KT (MKT) algorithm exploiting both rank-deficient and Hanker properties of the prediction matrix. Computer simulation results demonstrate that compared with the original KT algorithm and the matrix pencil algorithm, the MKT algorithm has Lower noise threshold and can estimate the parameters of signal with larger damping factors.
引用
收藏
页码:481 / 486
页数:6
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