Title :
High-resolution direction finding of coherent sources in the presence of model errors using alternating projections
Author :
Heidenreich, Philipp ; Zoubir, Abdelhak M.
Author_Institution :
Signal Process. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
Direction finding with coherent source waveforms is of practical importance in radar array processing, e.g. for specular multipath propagation. Furthermore, high-resolution methods require an accurately calibrated array. In this paper, we combine local and global manifold correction with maximum likelihood direction finding using the method of alternating projections. We use simulations to study the effect of array errors and noise. We further apply the combined algorithm to real data recorded using a radar array for an automotive application.
Keywords :
array signal processing; maximum likelihood estimation; radar signal processing; alternating projections; array calibration; array errors; automotive application; coherent sources; direction finding; high-resolution direction finding; maximum likelihood estimation; model errors; noise; radar array; Array signal processing; Automotive applications; Calibration; Covariance matrix; Decorrelation; Manifolds; Maximum likelihood estimation; Radar applications; Radar signal processing; Vectors; Direction finding; array calibration; maximum likelihood estimation;
Conference_Titel :
Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4244-2709-3
Electronic_ISBN :
978-1-4244-2711-6
DOI :
10.1109/SSP.2009.5278523