1. An adaptive filter, comprising: a solution vector generator that develops a sparse expression of an initial solution vector; and a proportionate normalized least mean squares (PNLMS) analyzer, coupled to said solution vector generator, that employs said sparse expression to converge upon at least one coefficient for said adaptive filter.