DocumentCode
1655063
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
fYear
2009
Firstpage
521
Lastpage
524
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/SSP.2009.5278523
Filename
5278523
Link To Document