论文信息 - Sensitivity analysis of DOA estimation using the ESPRIT algorithm

Sensitivity analysis of DOA estimation using the ESPRIT algorithm

An array antenna system with innovative advanced signal processing can reduce the direction of arrival (DOA) estimation variance.12 This paper presents the DOA estimation by estimation of signal parameters via rotational invariant technique (ESPRIT). Two different array antennas are used in this simulation study. The DOA performance as a function of signal to noise ratio (SNR), number of snapshots and effect of spatial smoothing are discussed in this paper. The position of array antenna elements may deviate from the ideal location. The imprecise element position will increase the DOA estimation variance. Sensitivity analysis due to non-ideal element position is also discussed in this paper.

[1] Thomas Kailath,et al. ESPRIT-estimation of signal parameters via rotational invariance techniques , 1989, IEEE Trans. Acoust. Speech Signal Process..

[2] K. W. Forsythe,et al. A class of polynomial rooting algorithms for joint azimuth/elevation estimation using multidimensional arrays , 1994, Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers.

[3] Andy Vesa,et al. Direction of Arrival Estimation using MUSIC and Root – MUSIC Algorithm , 2022 .

[4] T. Kailath,et al. Estimation of Signal Parameters via Rotational Invariance Techniques - ESPRIT , 1986 .

[5] Zekeriya Aliyazicioglu,et al. Simulation Study on DOA Estimation using ESPRIT Algorithm , 2009 .

[6] Thomas Kailath,et al. Azimuth/elevation direction finding using regular array geometries , 1992 .