TY - GEN
T1 - Finite multi-coset sampling and sparse arrays
AU - Kochman, Yuval
AU - Wornell, Gregory W.
PY - 2011
Y1 - 2011
N2 - Signals with sparse but otherwise unknown frequency content are well-represented by multi-coset samples, and efficient algorithms can be used to recover the underlying sparsity structure. While such sampling is usually analyzed over a sampling interval sufficiently large that edge effects can be ignored, in this work we develop how to take into account finite-window effects in system design. Such considerations are particularly important in the context of antenna arrays, and we analyze the associated redundancy. Additionally, we describe an efficient MIMO radar implementation of multi-coset arrays. As an example application of our results, we develop a natural two-stage architecture for direction-of-arrival estimation in sparse environments using a multi-coset array over the available aperture.
AB - Signals with sparse but otherwise unknown frequency content are well-represented by multi-coset samples, and efficient algorithms can be used to recover the underlying sparsity structure. While such sampling is usually analyzed over a sampling interval sufficiently large that edge effects can be ignored, in this work we develop how to take into account finite-window effects in system design. Such considerations are particularly important in the context of antenna arrays, and we analyze the associated redundancy. Additionally, we describe an efficient MIMO radar implementation of multi-coset arrays. As an example application of our results, we develop a natural two-stage architecture for direction-of-arrival estimation in sparse environments using a multi-coset array over the available aperture.
UR - http://www.scopus.com/inward/record.url?scp=79955786048&partnerID=8YFLogxK
U2 - 10.1109/ITA.2011.5743619
DO - 10.1109/ITA.2011.5743619
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AN - SCOPUS:79955786048
SN - 9781457703614
T3 - 2011 Information Theory and Applications Workshop, ITA 2011 - Conference Proceedings
SP - 460
EP - 466
BT - 2011 Information Theory and Applications Workshop, ITA 2011 - Conference Proceedings
T2 - 2011 Information Theory and Applications Workshop, ITA 2011
Y2 - 6 February 2011 through 11 February 2011
ER -