DocumentCode
637255
Title
On the coherence properties of random Euclidean distance matrices
Author
Kalogerias, Dionysios S. ; Petropulu, Athina P.
Author_Institution
Dept. of Electr. & Comput. Eng., State Univ. of New Jersey, New Brunswick, NJ, USA
fYear
2013
fDate
16-19 June 2013
Firstpage
754
Lastpage
758
Abstract
In the present paper we focus on the coherence properties of general random Euclidean distance matrices, which are very closely related to the respective matrix completion problem. This problem is of great interest in several applications such as node localization in sensor networks with limited connectivity. Our results can directly provide the sufficient conditions under which an EDM can be successfully recovered with high probability from a limited number of measurements.
Keywords
geometry; matrix algebra; probability; wireless sensor networks; EDM; coherence properties; general random Euclidean distance matrices; matrix completion problem; node localization; sensor networks; Coherence; Conferences; Eigenvalues and eigenfunctions; Euclidean distance; Signal processing; Symmetric matrices; Wireless communication; Limited Connectivity; Matrix Completion; Random Euclidean Distance Matrices; Subspace Coherence;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Advances in Wireless Communications (SPAWC), 2013 IEEE 14th Workshop on
Conference_Location
Darmstadt
ISSN
1948-3244
Type
conf
DOI
10.1109/SPAWC.2013.6612151
Filename
6612151
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