Title :
Design of discrete-coefficient FIR filters on loosely connected parallel machines
Author :
Lim, Yong Ching ; Sun, Y. ; Yu, Ya Jun
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fDate :
6/1/2002 12:00:00 AM
Abstract :
This paper presents a new branch-and-bound mixed-integer linear programming-based algorithm for designing discrete-coefficient finite-impulse response (FIR) filters using a cluster of workstations as the computation platform. The discrete coefficient space considered is the sum of signed power-of-two space, but the technique is also applicable to other discrete coefficient spaces. The key issue determining the success of the algorithm is the ability to partition the original problem into several independent parts that can be distributed to a cluster of machines for solution. The master-slave model is adopted for the control of the machines. Test run results showed that super linear speedup (i.e., the speedup factor is more than the number of machines running in parallel) may be achieved
Keywords :
FIR filters; circuit CAD; digital filters; integer programming; linear programming; parallel machines; workstation clusters; branch-and-bound algorithm; discrete coefficient space; discrete-coefficient FIR filters design; discrete-coefficient finite-impulse response filters; loosely connected parallel machines; master-slave model; mixed-integer linear programming-based algorithm; signed power-of-two space; speedup factor; workstations cluster; Adders; Application specific integrated circuits; CMOS technology; Costs; Delay; Digital filters; Finite impulse response filter; Parallel machines; Signal processing algorithms; Sun;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.1003064