Download

CCAMA is distributed under the terms of the GNU General Public License 3.0.

Matlab files

`ccama.zip`	—	Matlab functions for `ccama`.

Readme file

`readme.pdf`	—	Description of Matlab files in `ccama` package.

Description of m-files

`ccama.m`	—	Matlab implementation of customized AMA for the covariance completion problem;
`run_ccama.m`	—	explains how to run ccama for a mass-spring-damper system example;
`linfilter.m`	—	realization of filter dynamics based on the output of the ccama.m function;
`run_sim.m`	—	explains how to run linear stochastic simulations to verify the modeling procedure;
`plots.m`	—	plots figures shown in the paper and on this website.

Citation

If you are using ccama in your research or teaching, please include explicit mention of this website

www.umn.edu/~mihailo/software/ccama/

and of our papers.

@ARTICLE{zarchejovgeoTAC16,
AUTHOR = {A. Zare and Y. Chen and M. R. Jovanovi\'c and T. T. Georgiou},
TITLE = {Low-complexity modeling of partially available second-order statistics: theory and an
	 efficient matrix completion algorithm},
JOURNAL = {IEEE Trans. Automat. Control},
YEAR = {2016},
NOTE = {conditionally accepted; also arXiv:1412.3399}
   }

@ARTICLE{zarjovgeoJFM16,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
TITLE = {Color of turbulence},
JOURNAL = {J. Fluid Mech.},
YEAR = {2016},
NOTE = {submitted; also arXiv:1602.05105}
   }