Lossy Compression of Large-Scale Radio Interferometric Data
M Atemkeng, S Perkins, E Seck, S Makhathini et autres
This work proposes to reduce visibility data volume using a baseline-dependent lossy compression technique that preserves smearing at the edges of the field-of-view. We exploit the relation of the rank of a matrix and the fact that a low-rank approximation can describe …