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Sensing and measurement dictionaries design for block OMP algorithm

Sensing and measurement dictionaries design for block OMP algorithm

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The block orthogonal matching pursuit (BOMP) algorithm aims to recover block sparse signals whose non-zero components have a block structure. Sensing and measurement dictionaries are alternatively optimised to have small inter- and sub-block mutual coherences. The computational complexity of the proposed algorithm is low. With the designed dictionaries, the performance of the BOMP algorithm improves.

References

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      • 3. Huang, A.M., Gui, G., Wan, Q., Mehbodniya, A.: ‘A block orthogonal matching pursuit algorithm based on sensing dictionary’, Int. J. Phys. Sci., 2011, 6, (5), pp. 992999.
    4. 4)
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