Title :
VLSI implementation of discrete wavelet transform
Author :
Mandal, M.K. ; Panchanathan, Sethuraman
Abstract :
This paper presents a VLSI implementation of discrete wavelet transform (DWT). The architecture is simple, modular, and cascadable for computation of one or multidimensional DWT. It comprises of four basic units: input delay, filter, register bank, and control unit. The proposed architecture is systolic in nature and performs both high- and low-pass coefficient calculations with only one set of multipliers. In addition, it requires a small on-chip interface circuitry for interconnection to a standard communication bus. A detailed analysis of the effect of finite precision of data and wavelet filter coefficients on the accuracy of the DWT coefficients is presented. The architecture has been simulated in VLSI and has a hardware utilization efficiency of 87.5%. Being systolic in nature, the architecture can compute DWT at a data rate of N/spl times/10/sup 6/ samples/s corresponding to a clock speed of N MHz.
Keywords :
VLSI; computational complexity; digital signal processing chips; mathematics computing; systolic arrays; transforms; wavelet transforms; 87.5 percent; DWT coefficients; VLSI implementation; control unit; discrete wavelet transform; filter; high-pass coefficient calculations; input delay; low-pass coefficient calculations; modular cascadable architecture; multidimensional DWT; multipliers; onchip interface circuitry; one-dimensional DWT; register bank; systolic architecture; Communication standards; Communication system control; Computer architecture; Delay; Discrete wavelet transforms; Filter bank; Integrated circuit interconnections; Multidimensional systems; Registers; Very large scale integration;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on