Stewart (1992) proposed the URV algorithm as a less complex alternative to the SVD. By forming the cross product of the URV with its transpose, a correlation domain decomposition is produced that involves even less computation. This cross product RV (CRV) decomposition is the basis for a new subspace tracking technique.
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Baker et al. (1998) studied this question.
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