Toy demo for the OMP and DOMP

Demo script for the Orthogonal Matching Pursuit (OMP) and the Doubly OMP (DOMP) with the Generalized Memory polynomial model (GMP).
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Updated 21 Jan 2019

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Demo script for the Orthogonal Matching Pursuit (OMP) and the Doubly OMP (DOMP) with the Generalized Memory polynomial model (GMP).

References:
[DOMP] J. A. Becerra, M. J. Madero-Ayora, J. Reina-Tosina, C. Crespo-Cadenas, J. García-Frías and G. Arce, "A Doubly Orthogonal Matching Pursuit Algorithm for Sparse Predistortion of Power Amplifiers," in IEEE Microwave and Wireless Components Letters, vol. 28, no. 8, pp. 726-728, Aug. 2018.
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8395266&isnumber=8428547

[OMP] J. Reina-Tosina, M. Allegue-Martínez, C. Crespo-Cadenas, C. Yu and S. Cruces, "Behavioral Modeling and Predistortion of Power Amplifiers Under Sparsity Hypothesis," in IEEE Transactions on Microwave Theory and Techniques, vol. 63, no. 2, pp. 745-753, Feb. 2015.
doi: 10.1109/TMTT.2014.2387852
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010970&isnumber=7029725

Cite As

Juan A. Becerra (2019). Toy demo for the OMP and DOMP (https://www.mathworks.com/matlabcentral/fileexchange/<...>), MATLAB Central File Exchange. Retrieved January 21, 2019.

Becerra, Juan A., et al. “A Doubly Orthogonal Matching Pursuit Algorithm for Sparse Predistortion of Power Amplifiers.” IEEE Microwave and Wireless Components Letters, vol. 28, no. 8, Institute of Electrical and Electronics Engineers (IEEE), Aug. 2018, pp. 726–28, doi:10.1109/lmwc.2018.2845947.

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Created with R2018b
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Version Published Release Notes
1.0.0