Title :
Optimization of area under a delay constraint in digital filter synthesis using SAT-based integer linear programming
Author :
Aksoy, Levent ; Costa, Eduardo ; Flores, Paulo ; Monteiro, Jose
Author_Institution :
Dept. of Electron. Eng., Istanbul Tech. Univ.
Abstract :
In this paper, we propose an exact algorithm for the problem of area optimization under a delay constraint in the synthesis of multiplierless FIR filters. To the best of our knowledge, the method presented in this paper is the only exact algorithm designed for this problem. We present the results of the algorithm on real-sized filter instances and compare with an improved version of a recently proposed exact algorithm designed for the minimization of area. We show that in many cases delay can be minimized without any area penalty. Additionally, we describe two approximate algorithms that can be applied to instances which cannot be solved, or take too long, with the exact algorithm. We show that these algorithms find similar solutions to the exact algorithm in less CPU time
Keywords :
FIR filters; circuit optimisation; integer programming; integrated circuit layout; linear programming; SAT; approximate algorithms; area optimization; delay constraint; delay optimization; digital filter synthesis; exact algorithm; integer linear programming; multiple constant multiplication; multiplierless FIR filters; multiplierless digital filter design; Algorithm design and analysis; Constraint optimization; Delay; Design engineering; Design optimization; Digital filters; Finite impulse response filter; Integer linear programming; Integrated circuit modeling; Signal processing algorithms; Algorithms; Multiple constant multiplication; area optimization; delay optimization; design; multiplierless digital filter design;
Conference_Titel :
Design Automation Conference, 2006 43rd ACM/IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
1-59593-381-6
DOI :
10.1109/DAC.2006.229313