Stewart proposed the URV algorithm as a less complex alternative to th
e SVD. By forming the cross product of the URV with its transpose, a c
orrelation domain decomposition is produced that involves even less co
mputation. This cross product RV (CRV) decomposition is the basis for
a new subspace tracking technique.