DocumentCode :
2812075
Title :
A novel array structure for directions-of-arrival estimation with increased degrees of freedom
Author :
Pal, Piya ; Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
2606
Lastpage :
2609
Abstract :
A novel array structure for significantly increasing the degrees of freedom of linear arrays is proposed. This structure is obtained by systematically nesting two or more uniform linear arrays and can provide O(N2) degrees of freedom using only O(N) physical sensors. It is possible to provide closed form expressions for the sensor locations and the exact degrees of freedom obtainable from the proposed array as a function of the total number of sensors. This cannot be done for existing classes of arrays like minimum redundancy arrays which have been used earlier for detecting more sources than sensors. A novel spatial smoothing based technique is also proposed to exploit the increased degrees of freedom offered by the array to perform DOA estimation of more sources than sensors, using only second order statistics of the received data. This method does not suffer from inherent weaknesses of techniques employing higher order statistics or quasi stationarity of sources. The validity of all the proposed methods is verified through numerical examples.
Keywords :
array signal processing; direction-of-arrival estimation; higher order statistics; smoothing methods; directions-of-arrival estimation; higher order statistics; linear array structure; minimum redundancy arrays; physical sensors; quasistationarity; second order statistics; sensor locations; spatial smoothing; Autocorrelation; Covariance matrix; Direction of arrival estimation; Higher order statistics; Iterative methods; Linear antenna arrays; Sensor arrays; Sensor systems; Smoothing methods; Spatial resolution; Co-array; DOA Estimation; Degrees of Freedom; Non Uniform Arrays; Spatial Smoothing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5496268
Filename :
5496268
Link To Document :
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