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Sparse Approximations for Quaternionic Signals

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Figure

Figure 1. Original (a) and noised (b) quaternionic signals (first imaginary part y b as the solid line; the second, y c , as the dotted line; and the third, y d , as the dashed line), and the associated spikegram (c).
Figure 2. Quaternionic signal approximated by Q-OMPr (a) and the associated spikegram (b).
Figure 5. Averaged rRMSE of Q-OMPr, Q-OMPl and M- M-OMP on right-multiplication simulated signals, as a function of the inner iteration k.
Figure 6. Averaged rRMSE of Q-OMPr, Q-OMPl and M- M-OMP on left-multiplication simulated signals, as a function of the inner iteration k.

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