DocumentCode :
1283646
Title :
Design of Linear Phase FIR Filters With High Probability of Achieving Minimum Number of Adders
Author :
Shi, Dong ; Yu, Ya Jun
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume :
58
Issue :
1
fYear :
2011
Firstpage :
126
Lastpage :
136
Abstract :
In this paper, an algorithm is proposed for the design of low complexity linear phase finite impulse response (FIR) filters with optimum discrete coefficients. The proposed algorithm, based on mixed integer linear programming (MILP), efficiently traverses the discrete coefficient solutions and searches for the optimum one that results in an implementation using minimum number of adders. During the searching process, discrete coefficients are dynamically synthesized based on a continuously updated subexpression space and, most essentially, a monitoring mechanism is introduced to enable the algorithm´s awareness of optimality. Benchmark examples have shown that the proposed algorithm can, in most cases, produce the optimum designs using minimum number of adders for the given specifications. The proposed algorithm can be simply extended for the optimum design with the maximum adder depth constraint.
Keywords :
FIR filters; adders; integer programming; linear programming; linear phase FIR filters design; low complexity linear phase finite impulse response filters; maximum adder depth constraint; mixed integer linear programming; optimum discrete coefficients; Adders; Algorithm design and analysis; Complexity theory; Costs; Delay; Digital filters; Finite impulse response filter; Heuristic algorithms; IIR filters; Mixed integer linear programming; Monitoring; Nonlinear filters; Optimization; Quantization; Linear phase FIR filters; adder depth; dynamically expanding subexpression basis; mixed integer linear programming; multiple constant multiplication;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2010.2055290
Filename :
5535211
Link To Document :
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