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  4. Sampling 2-D Signals on a Union of Lattices that Intersect on a Lattice
 
conference paper

Sampling 2-D Signals on a Union of Lattices that Intersect on a Lattice

Unnikrishnan, Jayakrishnan  
•
Prelee, Matthew
2014
Proceedings of the 39th IEEE International Conference on Acoustics, Speech, and Signal Processing
39th IEEE International Conference on Acoustics, Speech, and Signal Processing

This paper presents new sufficient conditions under which a field (or image) can be perfectly reconstructed from its samples on a union of two lattices that share a common coarse lattice. In particular, if samples taken on the first lattice can be used to reconstruct a field bandlimited to some spectral support region, and likewise samples taken on the second lattice can reconstruct a field bandlimited to another spectral support region, then under certain conditions, a field bandlimited to the union of these two spectral regions can be reconstructed from its samples on the union of the two respective lattices. These results generalize a previous perfect reconstruction theorem for Manhattan sampling, where data is taken at high density along evenly spaced rows and columns of a rectangular grid. Additionally, a sufficient condition is given under which the Landau lower bound is achieved.

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