TY - GEN
T1 - On the coherence properties of random Euclidean distance matrices
AU - Kalogerias, Dionysios S.
AU - Petropulu, Athina P.
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Limited Connectivity
KW - Matrix Completion
KW - Random Euclidean Distance Matrices
KW - Subspace Coherence
UR - http://www.scopus.com/inward/record.url?scp=84885832598&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84885832598&partnerID=8YFLogxK
U2 - 10.1109/SPAWC.2013.6612151
DO - 10.1109/SPAWC.2013.6612151
M3 - Conference contribution
AN - SCOPUS:84885832598
SN - 9781467355773
T3 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
SP - 754
EP - 758
BT - 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2013
T2 - 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2013
Y2 - 16 June 2013 through 19 June 2013
ER -