Optimal two-sided diagonal scaling for filter bank frames

Li Chai, Jingxin Zhang, Qing Long Han

Research output: Contribution to journalArticleResearchpeer-review

9 Citations (Scopus)

Abstract

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.

Original languageEnglish
Article number5993553
Pages (from-to)5830-5841
Number of pages12
JournalIEEE Transactions on Signal Processing
Volume59
Issue number12
DOIs
Publication statusPublished - Dec 2011

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