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Frequency Response Optimization of Saw Filter using Canonical Genetic Algorithm
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 26 - Number 6 |
| Year of Publication: 2011 |
| Authors: Prachi Chaudhary, Priyanka, Manoj Duhan |
10.5120/3104-4263
|
Prachi Chaudhary, Priyanka, Manoj Duhan . Frequency Response Optimization of Saw Filter using Canonical Genetic Algorithm. International Journal of Computer Applications. 26, 6 ( July 2011), 45-49. DOI=10.5120/3104-4263
Abstract
An optimization program is employed to design the inter-digital transducer (IDT) structure of the surface acoustic wave (SAW) transducer to aim at improvement in the transducer characteristics and to improve the frequency response of SAW filter. In this paper, Genetic algorithm is used to optimize the response of a SAW filter. Then, the comparison of the response of SAW filter is done by using GA and without GA. The goal of optimization is to find best value for each variable in order to achieve minima or maxima of an objective function within the given constraints. In present study, three design variables of SAW filter i.e. number of finger pairs in input IDT (Np1), number of finger pairs in `output IDT (Np2), center to center distance between two electrodes in a finger pair (d), are optimized. After getting the optimized parameters of SAW filter, the frequency response of bandpass SAW filter is obtained, which is better as compared to the frequency response of SAW filter getting from other methods in terms of bandwidth and ripples amplitude.
References
- Kiyoharu Tagawa, “Evolutionary Computation Techniques for the Optimum Design of Balanced Surface Acoustic Wave Filters” proc. in”, in Proc. of the 2008 IEEE International Ultrasonics, Ferroelectrics
- Guilling Huang, Qida Zhao, Luming Zhao” optimization of SAW transducer design by probabilistic global search lausanne”,Proc. in electromagnetic research symposium Hangzhou China, March 2008.
- S.N.Sivanandam, S.N.Deepa, “Introduction to Genetic Algorithms”, Springer-Verlag, Berlin, 2008.
- K. Tagawa, M. Masuoka, and M. Tsukamoto, “Robust optimum design of SAW filters with the Taguchi method and a memetic algorithm”, in Proc. of the 2005 IEEE Congress on Evolutionary Computation, pp.2146-2153.
- J. Meltaus, P. Hämäläinen, V. P. Plessky, and M. M. Salomaa, “Genetic optimization algorithms in the design of coupled SAW filters”, in Proc. of the 2004 IEEE Ultrasonics Symposium, pp. 1901-1904.
- K. Tagawa, T. Ohtani, T. Igaki, and S. Seki, “Robust optimization design of SAW filters by using penalty function method”, in Proc. of the 2004 IEEE International Conference on Industrial Technology, pp. 751-756.
- S. Goto and T. Kawakatsu, “Optimization of the SAW filter design by immune algorithm”, in Proc. of the 2004 IEEE International Ultrasonics, Ferroelectrics and Frequency Control Joint 50th Anniversary Conference, pp. 600-603.
- K. Tagawa, T. Yamamoto, T. Igaki, and S. Seki, “An Imanishian Genetic Algorithm for the Optimum Design of Surface Acoustic Wave Filter”, in Proc. of the 2003 Congress on Evolutionary Computation, v.4, pp. 2748-2755.
- Lee, Y., S. Lee, and Y. Roh, “Design of withdrawal-weighted SAW filters”, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, Vol. 49, No. 3, 337-344, March 2002.
- K. Tagawa, K. Togunaka, H. Haneda, T. Igaki, and S. Seki, “Optimal design of three-IDT type SAW filter using local search”, in Proc. of the 2002 IEEE 28th Annual Conference of the Industrial Electronics Society, pp. 2572-2577.
- V. Prabhu, B. S. Panwar and Priyanka, “Linkage learning genetic algorithm for the design of withdrawal weighted SAW filters” , Proc. of IEEE Ultrasonics Symposium, pp. 357-360, 2002.
- K.-Y. Hashimoto, Surface Acoustic Wave Devices in Telecommunications: Modelling and Simulation, Springer-Verlag, Berlin, 2000.
- C. K. Campbell, Surface Acoustic Wave Devices for Mobile and Wireless Communications, Academic Press, 1998.
- J. Franz, C. C. W. Ruppel, F. Seifert and R. Weigel, “Hybrid optimization techniques for the design of SAW filters”, Proc. of IEEE Ultrasonics Symposium, 1997, pp. 33–36.
- C. C. W. Ruppel, A. A. Sachs, and F. J. Seifert, “A review of optimization algorithms for the design of SAW transducers”, in Proc. Of 1991 IEEE Ultrasonics Symposium, pp. 73-83.
- Rayleigh, L., On waves propagated along the plane surface of elastic solid," Proc. London Math. Society, Vol. 17, 4{11, 1885}.
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