ESPRITWED-UG and AV-ESPRITWED: Two new linear subspace algorithms for time delay estimation

Two improvements of the “linear ESPRIT” algorithm in [1] are proposed and applied to the time delay estimation (TDE) from radar data within the microwave range. At first, “linear ESPRIT” is adapted to the TDE. Then, two new linear subspace algorithms, namely ESPRITWED-UG (ESPRIT Without EigenDecomposition) and AV-ESPRITWED (AVerage ESPRIT Without EigenDecomposition) are proposed. Contrary to [1], both algorithms take the whole bandwidth into account. Computer tests enable to assess the performances of the algorithms on the measurements of the layer thickness of civil engineering materials from GPR data. The new methods show improved noise robustness and smaller standard deviation in comparison with linear ESPRIT [1] and SWEDE [2].

[1]  André Quinquis,et al.  A New Method for Estimating the Number of Harmonic Components in Noise with Application in High Resolution Radar , 2004, EURASIP J. Adv. Signal Process..

[2]  Guisheng Liao,et al.  A fast algorithm for 2-D direction-of-arrival estimation , 2003, Signal Process..

[3]  Ikuo Arai,et al.  Signal Processing of Ground Penetrating Radar Using Spectral Estimation Techniques to Estimate the Position of Buried Targets , 2003, EURASIP J. Adv. Signal Process..

[4]  Yide Wang,et al.  Thin-Pavement Thickness Estimation Using GPR With High-Resolution and Superresolution Methods , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Yide Wang,et al.  Some improvements of the linear subspace algorithm swede for time delay estimation , 2007, 2007 15th European Signal Processing Conference.

[6]  Thomas Kailath,et al.  ESPRIT-A subspace rotation approach to estimation of parameters of cisoids in noise , 1986, IEEE Trans. Acoust. Speech Signal Process..

[7]  Hongyuan Zha Fast algorithms for direction-of-arrival finding using large ESPRIT arrays , 1996, Signal Process..

[8]  Hyuck M. Kwon,et al.  Azimuth and elevation angle estimation with no failure and no eigen decomposition , 2006, Signal Process..

[9]  Messaoud Benidir,et al.  The propagator method for source bearing estimation , 1995, Signal Process..

[10]  Sylvie Marcos,et al.  A reduced complexity ESPRIT method and its generalization to an antenna of partially unknown shape , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[11]  Vincent Baltazart,et al.  Contributions à l'amélioration de l'algorithme HR linéaire SWEDE , 2007 .

[12]  Petre Stoica,et al.  On-line subspace algorithms for tracking moving sources , 1994, IEEE Trans. Signal Process..