Journal of South China University of Technology (Natural Science Edition) ›› 2020, Vol. 48 ›› Issue (5): 75-81,91.doi: 10.12141/j.issn.1000-565X.190643

• Electronics, Communication & Automation Technology • Previous Articles     Next Articles

Parameter Estimation of 2D-GTD Model Based on the Improved 2D-ESPRIT Algorithm 

ZHANG Xiaokuan1 ZHENG Shuyu2 ZHAO Weichen3 ZONG Binfeng1 LI Jiang2   

  1. 1. Air and Missile Defense College,Air Force Engineering University,Xi'an 710051,Shaanxi,China;2. Graduate School,Air Force Engineering University,Xi'an 710051,Shaanxi,China;3. Jilin University of Finance and Economics,Changchun 130022,Jilin,China
  • Received:2019-09-23 Revised:2019-12-26 Online:2020-05-25 Published:2020-05-01
  • Contact: 张小宽(1973-),男,教授,主要从事目标RCS尖峰特性分析和目标探测与识别等研究。 E-mail:1846372244@qq.com
  • About author:张小宽(1973-),男,教授,主要从事目标RCS尖峰特性分析和目标探测与识别等研究。
  • Supported by:
    Supported by the National Natural Science Foundation of China (61372033)

Abstract: The classical 2D-ESPRIT algorithm is sensitive to signal-to-noise-ratio (SNR) when estimating the pa-rameters of two dimensional (2D) geometric theory of diffraction (GTD) model. To solve the problem,an im-proved 2D-ESPRIT algorithm,which improves the anti-noise performance and parameter estimation performance ef-fectively,was proposed. Firstly,the improved algorithm obtains a new matrix Y containing the conjugate informa-tion of the original matrix Ee by constructing an exchange matrix. Secondly,a new covariance matrix R can be ob-tained by auto-correlation,cross correlation,superposition and average processing. Finally,the parameters of 2D-GTD model can be estimated by calculating the new covariance matrix R. Simulation results show that the im-proved 2D-ESPRIT algorithm has a better anti-noise performance,and it owns higher estimation precision and more stable performance than the classical 2D-ESPRIT algorithm accurately in the case of low signal-to-noise ratio. The impact of other factors,such as matrix pencil parameters and paring variable β,on parameter estimation precision
was also studied,which can be provide references for future simulations.

Key words: parameter estimation, scattering center, 2D-GTD model, improved 2D-ESPRIT algorithm, conju-gate matrix