DocumentCode
1749807
Title
An FPGA implementation of Walsh-Hadamard transforms for signal processing
Author
Amira, A. ; Bouridane, A. ; Milligan, P. ; Roula, M.
Author_Institution
School of Computer Science, Queen´´s Univ., Belfast, UK
Volume
2
fYear
2001
fDate
2001
Firstpage
1105
Abstract
This paper describes two approaches suitable for an FPGA implementation of Walsh-Hadamard transforms. These transforms are important in many signal processing applications including speech compression, filtering and coding. Two novel architectures for the fast Hadamard transforms using both systolic architecture and distributed arithmetic techniques are presented. The first approach uses the Baugh-Wooley multiplication algorithm for a systolic architecture implementation. The second approach is based on both distributed arithmetic ROM and accumulator structure, and a sparse matrix factorisation technique. Implementations of the algorithms on a Xilinx FPGA board are described. Distributed arithmetic approach exhibits better performances when compared with the systolic architecture approach
Keywords
Hadamard transforms; digital arithmetic; distributed arithmetic; field programmable gate arrays; matrix multiplication; read-only storage; signal processing; sparse matrices; systolic arrays; Baugh-Wooley multiplication algorithm; FPGA implementation; Walsh-Hadamard transforms; Xilinx FPGA board; accumulator structure; coding; distributed arithmetic; distributed arithmetic ROM; fast Hadamard transforms; filtering; signal processing; sparse matrix factorisation; speech compression; systolic architecture; Arithmetic; Computer architecture; Discrete Fourier transforms; Discrete transforms; Field programmable gate arrays; Image coding; Mathematical model; Read only memory; Signal processing; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.941114
Filename
941114
Link To Document