Adjugate pairs of sparse arrays for sampling two dimensional signals

Sparse sampling with coprime lattice arrays was introduced recently in the literature. It has been shown that a dense coarray can be constructed from such a pair of arrays, and is useful in array processing and image processing applications. For example, the coarray allows one to identify many more...

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Veröffentlicht in:2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) S. 3936 - 3939
Hauptverfasser: Vaidyanathan, P. P., Pal, Piya
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.05.2011
Schlagworte:
adjugates
coarrays
DFT filter banks
Discrete Fourier transforms
lattice arrays
Lattices
Manganese
multidimensional arrays
Passband
Sensor arrays
Sparse matrices
Sparse sensing
ISBN:9781457705380, 1457705389
ISSN:1520-6149
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Beschreibung
Zusammenfassung:Sparse sampling with coprime lattice arrays was introduced recently in the literature. It has been shown that a dense coarray can be constructed from such a pair of arrays, and is useful in array processing and image processing applications. For example, the coarray allows one to identify many more sources than sensors. After a brief review of these fundamentals, this paper examines the case where the two arrays are generated by matrices that are adjugates of each other. In this case it is possible to obtain a dense rectangular tiling of the 2D frequency plane from a pair of coarse 2D DFT filter banks. The special case where the adjugate pairs are generated by skew circulant matrices has some advantages, which are examined in detail.
ISBN:9781457705380
1457705389
ISSN:1520-6149
DOI:10.1109/ICASSP.2011.5947213