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Optimal two-sided diagonal scaling for filter bank frames
journal contributionposted on 2017-12-06, 00:00 authored by Li ChaiLi Chai, J Zhang, Qing-Long HanQing-Long Han
Two-sided diagonal scaling for transfer matrices is formulated. An efficient algorithm is proposed to compute globally optimal solutions using the iterated bi-section and linear matrix inequality (LMI) solver. It is shown that the two-sided scaling of filter bank (FB) frames can be implemented by the adjustment of channel gains and the periodic precoding of source signal, and that the frame-bound-ratio of FB frames can be effectively improved by such scaling. Explicit formulas are established for both uniform and nonuniform FB frames, including detail formulas for discrete Weyl-Heisenberg frames and tree-structured FBs (discrete wavelets). Different examples show the effectiveness of the obtained results.
Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)
Number of Pages12
LocationPiscataway, United States
PublisherInstitute of Electrical and Electronics Engineers Inc.
Full Text URL
JournalIEEE transactions on signal processing.