Novel Architecture for Lifting Discrete Wavelet Packet Transform With Arbitrary Tree Structure

被引:6
|
作者
Singh, Gyanendra [1 ]
Chiluveru, Samba Raju [2 ]
Raman, Balasubramanian [3 ]
Tripathy, Manoj [2 ]
Kaushik, Brajesh Kumar [1 ]
机构
[1] IIT Roorkee, Microelect & VLSI Grp, Dept Elect & Commun Engn, Roorkee 247667, Uttar Pradesh, India
[2] IIT Roorkee, Instrumentat & Signal Proc Grp, Dept Elect Engn, Roorkee 247667, Uttar Pradesh, India
[3] Indian Inst Technol Roorkee, IIT Roorkee, Dept Comp Sci & Engn, Roorkee 247667, Uttar Pradesh, India
关键词
Computer architecture; Wavelet packets; Discrete wavelet transforms; Registers; Very large scale integration; Hardware; Complexity theory; Arbitrary tree structure; bit-reordering; discrete wavelet packet transform (DWPT); signal flow graph (SFG); EFFICIENT VLSI ARCHITECTURE;
D O I
10.1109/TVLSI.2021.3079989
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This brief presents a novel pipelined VLSI architecture for computing discrete wavelet packet transform (DWPT) with an arbitrary wavelet tree. Coefficients for different levels are computed in a series of stages. Each stage consists of a bypassed wavelet filter and circuit for reordering intermediate coefficients. The proposed lifting-based wavelet filter computes high- and low-pass coefficients in series. In order to accommodate the arbitrary tree structure, the filter either computes the coefficients or bypass the samples. The reordering of intermediate coefficients forms a subband required for next-level computation. The coefficients are computed in a serial manner and reordering of intermediate coefficients reduce not only the memory elements but also the circuit complexity. The proposed pipelined architecture reduces the requirement of memory elements by 50%. Furthermore, the hardware implementation results show that the area and power requirement are reduced by 33% and 20%, respectively.
引用
收藏
页码:1490 / 1494
页数:5
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