Ma. Soderstrand et Ae. Delaserna, MINIMUM DENOMINATOR-MULTIPLIER PIPELINED RECURSIVE DIGITAL-FILTERS, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 42(10), 1995, pp. 666-672
Recursive digital filters implemented in direct form, transpose direct
form, or cascade form can he pipelined with a new minimum denominator
-multiplier (MDM) algorithmic transformation pipelining technique that
permits hybrid pipelined solutions between the clustered look-ahead a
nd scattered look-ahead techniques introduced by Parhi and Messerschmi
tt. The new MDM technique makes use of asymmetrical scattering, in add
ition to symmetrical scattering, to achieve stable pipelined recursive
digital filters which in most cases have substantially fewer added mu
ltipliers but in no case will have more added multipliers than the clu
stered look-ahead or scattered look-ahead techniques. Furthermore, the
MDM technique always results in a minimum number of denominator multi
pliers resulting in a stable pipelined recursive digital filter which
in nearly every ease has fewer multipliers than the minimum order augm
entation technique recently introduced by Lim and Liu. Most importantl
y, the MDM technique provides a unified approach to pipelining recursi
ve digital filters that 1) guarantees the minimum number of denominato
r multipliers for stability, 2) usually provides substantial reduction
in the number of required multipliers compared to any other approach,
and 3) reduces to any one of the other approaches if that approach re
sults in a minimum denominator-multiplier realization.