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True lattice algorithms for square root solution of least squares linear prediction problems

Authors: C.J. Demeure; L.L. Scharf;

True lattice algorithms for square root solution of least squares linear prediction problems

Abstract

The authors pose a sequence of linear prediction problems. By solving this sequence of problems they are able to QR factor all of the data matrices usually associated with correlation, pre-windowed and post-windowed, and covariance methods of linear prediction. Their solutions cover the forward, backward, and forward-backward problems. The QR factor orthogonalizes the data matrix and solves the problem of Cholesky factoring the experimental correlation matrix and its inverse. This means they can use generalized Levinson algorithms to derive generalized QR algorithms, which are then used to derived generalized Schur algorithms. All three algorithms are true lattice algorithms that can be implemented either on a vector machine or on a multiline lattice, and all three algorithms generate generalized reflection coefficients that may be used for filtering or classification. >

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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