Title :
Designing Digital FIR Filters Using Multiple Tabu Search Algorithm
Author :
Watcharasitthiwat, Kanyapat ; Koseeyaporn, Jeerasuda ; Wardkein, Paramote
Author_Institution :
Dept. of Telecommun. Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok
Abstract :
This paper focuses on a new optimization technique developed on conventional tabu search algorithm (TSA) for designing digital FIR filters. The proposed technique is called multiple tabu search algorithm (MTSA). The concept of the proposed algorithm is that it employs several classical tabus to concurrently search solutions. By using the best choice from these solutions to update the process, the optimum solution can thus significantly be obtained. Moreover, to improve searching process, addition techniques such as initialization, adaptive search, multiple implement, crossover and restarting process are resented. By comparing to TSA and genetic algorithm (GA) based methods, the results of the MTS have been shown that the proposed approach provides a highly effective solution for designing of a digital FIR linear phase filter
Keywords :
FIR filters; genetic algorithms; search problems; digital FIR phase filter design; genetic algorithm; multiple tabu search algorithm; Algorithm design and analysis; Design engineering; Design optimization; Digital filters; Feedback; Finite impulse response filter; Frequency response; Genetic algorithms; Nonlinear filters; Telecommunication computing;
Conference_Titel :
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location :
Guilin
Print_ISBN :
0-7803-9584-0
Electronic_ISBN :
0-7803-9585-9
DOI :
10.1109/ICCCAS.2006.284612