Title :
Some optimizations of hardware multiplication by constant matrices
Author :
Boullis, Nicolas ; Tisserand, Arnaud
Author_Institution :
LIP, Ecole Normale Superieure de Lyon, France
Abstract :
This paper presents some improvements on the optimization of hardware multiplication by constant matrices. We focus on the automatic generation of circuits that involve constant matrix multiplication, i.e., multiplication of a vector by a constant matrix. The proposed method, based on number recoding and dedicated common subexpression factorization algorithms, was implemented in a VHDL generator. Our algorithms and generator have been extended to the case of some digital filters based on multiplication by a constant matrix and delay operations. The obtained results on several applications have been implemented on FPGAs and compared to previous solutions. Up to 40 percent area and speed savings are achieved.
Keywords :
FIR filters; digital arithmetic; field programmable gate arrays; hardware description languages; matrix multiplication; FIR filter; FPGA; computer arithmetic; constant matrix multiplication; digital filter; hardware multiplication; subexpression factorization algorithm; Circuits; Delay; Digital filters; Discrete Fourier transforms; Discrete cosine transforms; Field programmable gate arrays; Finite impulse response filter; Hardware; Signal processing algorithms; Space exploration; FIR filter.; Index Terms- Computer arithmetic; common subexpressions sharing; multiplication by constants;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.2005.168