Swarm Decomposition (SwD)
October 11, 2019 ยท View on GitHub
Swarm Decomposition MATLAB files. The files consists of scripts with examples of using SwD, the required signal generators and data, and the decomposition method (SwD.p).
- exampleSwD_AM.m
- exampleSwD_FM.m
- exampleSwD_RealSignal.m
- exampleSwD_Synthetic.m
- AMGenerator.m
- FMGenerator.m
- EvaluationSignalGenerator.m
- chb01_01_edfm.mat
- Swd.p
The Swarm Decomposition method was proposed in the following publication:
Apostolidis, Georgios K., and Leontios J. Hadjileontiadis. "Swarm decomposition: A novel signal analysis using swarm intelligence." Signal Processing 132 (2017): 40-50.
Update of code. SwD_v2 is more time efficient.
- example_swd_v2.m -> is an example script
- bat.asc, bat.m are files contain the example signal used in example_swd_v2.m. The signal has been found in https://ltfat.github.io/doc/signals/bat.html