Title :
Spatial-Temporal DFT projection for wideband array processing
Author :
Allam, Mahmoud ; Moghaddamjoo, Alireza
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
A new approach for high-resolution direction-of-arrival (DOA) estimation of coherent wideband signals is proposed. The approach is based on the projection of the two-dimensional spatial-temporal DFT of the received signal. The projections are used to construct narrowband covariance matrices having the same signal subspace which are then combined to yield the array covariance matrix. The array covariance can then be used by any signal-subspace eigendecomposition algorithm. The proposed approach does not require any preliminary estimates of DOAs and is not restricted to particular source models.<>
Keywords :
array signal processing; fast Fourier transforms; matrix algebra; parameter estimation; array covariance matrix; coherent wideband signals; discrete Fourier transform; high-resolution direction-of-arrival estimation; narrowband covariance matrices; received signal; signal subspace; signal-subspace eigendecomposition algorithm; spatial-temporal DFT projection; two-dimensional spatial-temporal DFT; wideband array processing; Array signal processing; Covariance matrix; Delay; Direction of arrival estimation; Frequency; Narrowband; Sensor arrays; Signal processing; Two dimensional displays; Wideband;
Journal_Title :
Signal Processing Letters, IEEE