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Time-Regularized Blind Deconvolution Approach for Radio Interferometry

Description: Matlab codes associated with the method described in

P.-A. Thouvenin, A. Repetti, A. Dabbech, and Y. Wiaux - Time-Regularized Blind Deconvolution Approach for Radio Interferometry, Proc. IEEE Sensor Array and Multichannel Signal Process. Workshop (SAM), to appear, Sheffield, United-Kingdom, 8--11 July 2018.

Author: P.-A. Thouvenin, [email protected]

Experiments: to reproduce the experiments reported in the article, configure and successively run the following files:

  • main_generate_synth_data.m
  • main_imaging_true_dde.m
  • main_calibration_imaging_reg.m
  • main_calibration_imaging_no_reg.m

Dependencies: the present codes includes a slightly modified version of the MATLAB NUFFT algorithm available at http://web.eecs.umich.edu/~fessler/irt/fessler.tgz, described in

J. A. Fessler and B. P. Sutton - Nonuniform Fast Fourier Transforms Using Min-Max Interpolation, IEEE Trans. Image Process., vol. 51, n. 2, pp. 560--574, Feb. 2003.

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