SVD-tail: a new linear-sampling method for inverse scattering problems M. Fares, S. Gratton and Ph. L. Toint Report 09/09 March 2009 A new numerical procedure (SVD-tail) is proposed for the reconstruction of the shape and volume of unknown objects from measurements of their radiation in the far field. This efficient procedure is a variant and the linear sampling method and has a very acceptable computational load. At variance with previously published techniques where the solution is constructed as a regularized solution of the far-field equations using a variant of the Tikhonov-Morozov type, the new method uses a new eigenspace recovery method which exploits the combined presence of error in the operator and of eigenvalue clusters. The performance of the new technique on a battery of examples and its comparison with existing methods is shown to be promising.