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Sampling Signals from a Union of Subspaces

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2 Author(s)
Yue M. Lu ; Shanghai Jiao Tong Univ., Shanghai ; Minh N. Do

The single linear vector space assumption is widely used in modeling the signal classes, mainly due to its simplicity and mathematical tractability. In certain signals, a union of subspaces can be a more appropriate model. This paper provides a new perspective for signal sampling by considering signals from a union of subspaces instead of a single space.

Published in:

IEEE Signal Processing Magazine  (Volume:25 ,  Issue: 2 )