Blind channel identification is a subject that has received increased attention in the literature recently. In this paper we derive two novel subspace fitting algorithms that significantly improve the performance by utilizing knowledge of the pulse shaping. filters. A numerical example is included to compare the new methods to the traditional subspace fitting method.