arXiv · 1307.7212
The Nyquist theorem for cellular sheaves
Abstract
We develop a unified sampling theory based on sheaves and show that the Shannon-Nyquist theorem is a cohomological consequence of an exact sequence of sheaves. Our theory indicates that there are additional cohomological obstructions for higher-dimensional sampling problems. Using these obstructions, we also present conditions for perfect reconstruction of piecewise linear functions on graphs, a collection of non-bandlimited functions on topologically nontrivial domains.
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Michael Robinson. 2013-07-27. The Nyquist theorem for cellular sheaves. https://arxiv.org/abs/1307.7212
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