N. Sankarayya et al., ALGORITHMS FOR LOW-POWER AND HIGH-SPEED FIR FILTER REALIZATION USING DIFFERENTIAL COEFFICIENTS, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 44(6), 1997, pp. 488-497
Most realizations of FIR filters use the coefficients directly to comp
ute the convolution with the input data. We present a set of new algor
ithms for low power and high-speed realization of FIR filters. The alg
orithms use various orders of differences between coefficients for com
puting the convolution, Also the results of computations are stored an
d reused, thus requiring more storage and storage accesses, These tech
niques result in a reduction in the net computations necessary per con
volution as compared to directly using the coefficients. It is shown a
nalytically that this computational reduction at the cost of more stor
age can result in a lower net computational energy dissipated and an e
nhanced speed, These algorithms are applied to an example FIR filter t
o quantify the energy savings and speedup.