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Direct-MUSIC on sparse arrays

Vaidyanathan, P. P. and Pal, Piya (2012) Direct-MUSIC on sparse arrays. In: 2012 International Conference on Signal Processing and Communications. IEEE , Piscataway, NJ, pp. 1-5. ISBN 978-1-4673-2013-9. https://resolver.caltech.edu/CaltechAUTHORS:20120907-100742710

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Abstract

Nested and coprime arrays are sparse arrays which can identify O(m^2) sources using only m sensors. Systematic algorithms have recently been developed for such identification. These algorithms are traditionally implemented by performing MUSIC or a similar algorithm in the difference-coarray domain. This paper considers the use of nested and coprime arrays for the case where the number of sources is less than m. It will be demonstrated that there are some important advantages even in this case. With the number of sources limited like this, it is possible to use MUSIC directly on the nested or coprime array rather than in the coarray domain. But owing to array sparsity, the unambiguous identifiability property has to be revisited. This paper first mentions two results for such identifiability. Second, the improvement in the Cramer-Rao bound (over uniform linear arrays or ULAs) is analyzed. One conclusion is that the CRB improvements of nested and coprime arrays are comparable to those of other known sparse arrays such as MRAs. It is also observed that nested and coprime arrays have higher resolvability than the ULA, for a fixed number of sensors.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/SPCOM.2012.6289992DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6289992&contentType=Conference+Publications&searchField%3DSearch_All%26queryText%3DDirect-MUSIC+on+sparse+arraysPublisherUNSPECIFIED
ORCID:
AuthorORCID
Vaidyanathan, P. P.0000-0003-3003-7042
Additional Information:© 2012 IEEE. Date of Current Version: 30 August 2012. This work was supported in parts by the ONR grant N00014-11-1-0676, and the California Institute of Technology.
Funders:
Funding AgencyGrant Number
Office of Naval Research (ONR)N00014-11-1-0676
CaltechUNSPECIFIED
Subject Keywords:Apertures, Correlation, Geometry, Manifolds, Multiple signal classification, Sensor arrays
DOI:10.1109/SPCOM.2012.6289992
Record Number:CaltechAUTHORS:20120907-100742710
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20120907-100742710
Official Citation:Vaidyanathan, P. P.; Pal, Piya; , "Direct-MUSIC on sparse arrays," Signal Processing and Communications (SPCOM), 2012 International Conference on , vol., no., pp.1-5, 22-25 July 2012 doi: 10.1109/SPCOM.2012.6289992 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6289992&isnumber=6289986
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:33928
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:07 Sep 2012 17:36
Last Modified:09 Nov 2021 23:05

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