Title :
An improved systolic architecture for 2-D digital filters
Author :
Shanbhag, Naresh R.
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
fDate :
5/1/1991 12:00:00 AM
Abstract :
An improved systolic architecture for two-dimensional infinite-impulse response (IIR) and finite-impulse-response (FIR) digital filters is presented. Comparisons with recently published work are made. When compared with the architecture of M.A. Sid-Ahmed (1989), a substantial reduction in the number of delay elements is observed. This reduction is of the order of 102 for a 2-D IIR filter and equals N+1 for an Nth-order 2-D FIR filter. The clock period has been made independent of the order of the filter. The speed-up factor is the maximum achievable and is independent of the filter order. Comparison with the work of S. Sunder et al. (1990) shows an improvement in the latency of the systolic array, which has been reduced from 1 to 0. A reduction of N+1 delay elements has been achieved for the FIR filter. An error analysis for the architecture is made
Keywords :
error analysis; picture processing; systolic arrays; two-dimensional digital filters; 2-D digital filters; FIR filter; IIR filter; delay elements; error analysis; finite-impulse-response filters; image processing; improved systolic architecture; infinite-impulse-response filters; latency; speed-up factor; systolic array; Clocks; Computer architecture; Delay; Digital filters; Error analysis; Finite impulse response filter; IIR filters; Neural networks; Systolic arrays; Transfer functions;
Journal_Title :
Signal Processing, IEEE Transactions on