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Asymptotic Properties of Discrete Unitary Transforms
April 1979 (vol. 1 no. 4)
pp. 366-371
Yechiam Yemini, MEMBER, IEEE, Engineering and Applied Science, University of California, Los Angeles, CA 90024; Information Science Institute, Marina Del Rey, CA.
Judea Pearl, SENIOR MEMBER, IEEE, School of Engineering and Applied Science, University of California, Los Angeles, CA 90024.
A method for studying the asymptotic behavior of discrete transformations is developed using numerical quadrature theory. This method allows a more convenient examination of the correlation properties of common unitary transforms for large block sizes. As a practical result of this method it is shown that the discrete cosine transform is asymptotically optimal for all finite-order Markov signals.
Citation:
Yechiam Yemini, Judea Pearl, "Asymptotic Properties of Discrete Unitary Transforms," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 1, no. 4, pp. 366-371, April 1979, doi:10.1109/TPAMI.1979.4766945
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