کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
563054 875467 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Bi-orthogonal rational discrete wavelet transform with multiple regularity orders and application experiments
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Bi-orthogonal rational discrete wavelet transform with multiple regularity orders and application experiments
چکیده انگلیسی


• A method is presented for designing two-channel FIR rational FBs with regularity and flexible Q factor.
• Signals being benefited are of oscillatory nature such as speech signal.
• Dictionary can be constructed from the design RADWT and dyadic wavelet in an l1 problem.
• The proposed biorthogonal RADWT can be used effectively with dyadic wavelet for signal separation.

This paper proposes an approach for designing a general two-band, FIR, critically sampled, rational rate filter bank (RFB) with perfect reconstruction (PR) and regularity properties. Designs obtained from this approach, when iterated, lead to rational discrete wavelet transforms (RADWTs) with adjustable dilation factor. The RFB design is based on solving a non-convex constrained optimization problem in which the non-linear constraints arise from the perfect reconstruction conditions. An iterative algorithm is used to solve the optimization problem through solving a simplified convex quadratic problem with linear constraints at each iteration step. Some examples are provided to demonstrate the use of bi-orthogonal RADWTs in applications such as signal separation which benefit from decompositions with suitably chosen dilation factors.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 93, Issue 11, November 2013, Pages 3014–3026
نویسندگان
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