Title :
Power efficient FIR folding transformation for wireline digital communications
Author :
Shalash, Ahmed F. ; Parhi, Keshab K.
Author_Institution :
Level One Commun. Inc., Morganville, NJ, USA
Abstract :
A new algorithm is introduced for power efficient implementation of the folding algorithm transformation for the adaptive FIR filters. The algorithm is based on the known minimum spanning tree problem which is a modification of the traveling sales person NP-hard problem. A sub-optimal solution can be obtained leading to dramatic reduction in the folded architecture switching activities. The optimum ordering within the folding sets is done in the steady state condition of the filtering operation. For a typical word length, and for large enough folding factor, the projected reduction in switching activity can be as large as 60%. The hierarchical energy analysis too (HEAT) was used to simulate the effect of this reduction on a typical Baugh-Wooley (1973) multiplier and reduction in power consumption for a typical wireline equalization implementation was found to be between 25% and 60%. The new algorithm is based on a simple breadth first search approach and can be easily performed for one time only when the filter is geared to the steady state mode. Dramatic improvement in power consumption can be achieved with minimal overhead.
Keywords :
FIR filters; adaptive equalisers; adaptive signal processing; digital filters; digital subscriber lines; filtering theory; least mean squares methods; optimisation; travelling salesman problems; trees (mathematics); Baugh-Wooley multiplier; HDSL; HEAT tool; LMS; adaptive FIR filters; breadth first search approach; folded architecture switching; folding algorithm transformation; folding factor; folding sets; minimum spanning tree problem; optimum ordering; power consumption reduction; power efficient FIR folding transformation; steady state condition; steady state mode; sub-optimal solution; switching activity reduction; traveling sales person NP-hard problem; wireline digital communications; wireline equalization; word length; Adaptive filters; CMOS logic circuits; Costs; Digital communication; Energy consumption; Finite impulse response filter; Hardware; Least squares approximation; Marketing and sales; Steady-state;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.751637