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A computationally efficient method for joint direction finding and frequency estimation in colored noise

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2 Author(s)
Viberg, M. ; Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg, Sweden ; Stoica, Petre

The problem of simultaneously estimating the temporal and spatial frequencies of multiple signals arriving at an antenna array is considered. The problem is relevant in a variety of applications, including pulsed Doppler radar, multipath parameter estimation and synthetic aperture radar imaging. The proposed approach has a wider applicability than existing schemes. In particular it accommodates the case of (1) arbitrary array structures, (2) temporally and spatially colored noise, and (3) general single-pole ARMA signals. Despite the generality of this approach, the computational complexity is comparatively small. The temporal signal model (e.g. frequencies) is first estimated using a state-space realization approach. The arrival angles are then found one-by-one using 1-D searches. The resulting estimates are automatically paired.

Published in:

Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on  (Volume:2 )

Date of Conference:

1-4 Nov. 1998