Title :
A survey of architectures for the discrete and continuous wavelet transforms
Author :
Chakrabarti, Chaitali ; Vishwanath, Mohan ; Owens, Robert M.
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
Wavelet transforms have proven to be useful tools for several applications, including signal analysis, signal coding, and image compression. This paper surveys the VLSI architectures that have been proposed for computing the discrete and continuous wavelet transforms for 1-D and 2-D signals. The proposed architectures range from SIMD arrays to folded architectures such as systolic arrays and parallel filters. The SIMD arrays have a size that is proportional to that of the data sequence and are optimal with respect to time. The folded architectures, on the other hand, support single chip implementations and are optimal with respect to both area and time under the word-serial model
Keywords :
VLSI; digital signal processing chips; multiprocessor interconnection networks; parallel processing; systolic arrays; transforms; wavelet transforms; 1D signals; 2D signals; SIMD arrays; VLSI architectures; continuous wavelet transforms; data sequence; discrete wavelet transforms; folded architectures; image compression; parallel filters; signal analysis; signal coding; single chip implementations; systolic arrays; word-serial model; Computer architecture; Computer science; Continuous wavelet transforms; Discrete transforms; Discrete wavelet transforms; Image coding; Signal analysis; Systolic arrays; Very large scale integration; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479438