Toy demo for the OMP and DOMP

Citation Author(s):
Juan A.
Becerra
Universidad de Sevilla
Submitted by:
Juan Antonio Be...
Last updated:
Sun, 03/08/2020 - 06:58
DOI:
10.21227/xfct-fe97
Data Format:
License:
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Abstract 

This dataset aims at providing a toy demo for the comparison between the doubly orthogonal matching pursuit (DOMP) and its predecessor, the OMP.

Instructions: 

File descriptions:

- toydemo.m: Main file. It provides a comparison of the algorithms by loading the measurement  and performing a behavioral model of the PA.

- demo_meas.mat: example of the input and output measurements of a power amplifier (PA) working under a 15-MHz LTE signal sampled at a sampling rate of 92.16MHz.

- model_gmp_domp_omp.m: generates the model structure and calls the pruning techniques.

- omp_domp.m: executes the OMP and DOMP techniques.