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Open Access
Toy demo for the OMP and DOMP
- Citation Author(s):
-
Juan A.Becerra
Universidad de Sevilla - Submitted by:
- Juan Antonio Be...
- Last updated:
- Tue, 05/17/2022 - 22:21
- DOI:
- 10.21227/xfct-fe97
- Data Format:
- Link to Paper:
- 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.
Dataset Files
Main file toydemo.m (2.13 kB)- Generalized Memory Polynomial (GMP) model generator model_gmp_domp_omp.m (3.00 kB)
- Doubly Orthogonal Matching Pursuit (DOMP) and OMP omp_domp.m (1.58 kB)
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