Title :
Multipath parameter estimation of linear chirp signals using sensor arrays
Author :
Aouada, R. ; Belouchrani, A. ; Abed-Meraim, Kurim
Author_Institution :
Electr. Eng. Dept., Ecole Nationale Polytechnique, Algiers, Algeria
Abstract :
We consider the problem of estimating the parameters of linear chirp signals when received at a multi-sensor antenna. Exploiting the negligible variation of the parameters of interest over the coherence time of the channel, we derive a new data model that outlines the space-time relation between the parameters. In the case of multiple chirps and single-path channels, the derived model allows the estimation of more signals than antennas. The model is directly employed in the case of a single chirp in multipath. Where angles of arrival can be retrieved if more antennas than paths are available. We use a MUSIC-based estimator to recover the unknown parameters and compare its performance through simulations against the Cramer-Rao bound.
Keywords :
antenna arrays; array signal processing; channel estimation; direction-of-arrival estimation; multipath channels; sensor fusion; signal classification; MUSIC-based estimator; angle-of-arrival retrieval; linear chirp signal; multipath parameter estimation; multiple signal classification; multisensor antenna; sensor array; single-path channel; space-time relation; Chirp; Direction of arrival estimation; Frequency estimation; Frequency modulation; Maximum likelihood estimation; Parameter estimation; Radar tracking; Sensor arrays; Signal processing; Wideband;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1502960