DocumentCode :
3459628
Title :
A new approach to array interpolation by generation of artificial shift invariances: interpolated ESPRIT
Author :
Bühren, Markus ; Pesavento, Marius ; Böhme, Johann F.
Author_Institution :
Chair of Syst. Theor. & Signal Process., Stuttgart Univ., Germany
Volume :
5
fYear :
2003
fDate :
6-10 April 2003
Abstract :
We address the problem of data independent robust array interpolation over large angular sectors. Previous interpolation methods apply the root-MUSIC principle to interpolation data of a predefined virtual ULA manifold. These methods either suffer from severely biased direction-of-arrival estimates due to interpolation errors or rely on data dependent interpolation matrix design. In this paper a new interpolation approach is proposed. Instead of transforming the original array geometry to the rather restrictive ULA structure, here interpolation is performed with the objective to create a virtual array manifold which is a shifted version of the real array manifold. This artificial shift-invariance can be exploited by the well-known ESPRIT algorithm. A joint design of virtual array geometry and interpolation matrix yields additional degrees of freedom which reduce interpolation errors and allow us to increase the interpolation sector. The new algorithm enjoys both simple design procedure and fast implementation and offers reliable DOA estimation for a wide range of different scenarios.
Keywords :
array signal processing; direction-of-arrival estimation; interpolation; matrix algebra; DOA estimation; array interpolation; artificial shift invariances; data independent robust array interpolation; interpolated ESPRIT; interpolation matrix; large angular sectors; virtual array geometry; virtual array manifold; Algorithm design and analysis; Array signal processing; Direction of arrival estimation; Geometry; Interpolation; Manifolds; Redundancy; Robustness; Sensor arrays; Signal processing algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-7663-3
Type :
conf
DOI :
10.1109/ICASSP.2003.1199904
Filename :
1199904
Link To Document :
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