Abstract
Although analog circuits play an important role in Systems-on-a-chip, their design is effort and time consuming. Automated design methodologies are elaborated to overcome drawbacks resulting from human design. This paper proposes a double-layer on-line genetic algorithm-based optimization method for use in the automated design of Gm-C filters. To accomplish on-line circuit evolution, a Matlab-Eldo interface is proposed for communication of the GA with the circuit simulation environment. After a presentation of the Gm-C filter with an analysis of filter tunability, the two layers of the evolution are presented: raw filter design and fine-tuning of the filter characteristic. Simulation of the evolutionary algorithm proves the efficiency of the double-layer approach in reducing design time for a GA-only optimization technique.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Laker, K.R., Sansen, W.: Design of Analog Integrated Circuits and Systems. McGraw-Hill, New York (1994)
Barros, M., Guilherme, J., Horta, N.: GA-SVM Optimization Kernel Applied to Analog IC Design Automation. In: Proceedings of the 13th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2006, pp. 486–489 (2006)
Grimbleby, J.B.: Hybrid Genetic Algorithms for Analogue Network Synthesis. In: IEE/IEEE International Congress on Evolutionary Computation, CEC 1999, Washington DC, pp. 1781–1787 (July 1999)
Zebulum, R.S., Pacheco, M.A.C., Vellasco, M.M.B.R.: Evolutionary Electronics - Automatic Design of Electronic Circuits and Systems by Genetic Algorithms. CRC Press, Boca Raton (2002)
Liu, B., Wang, Y., Yu, Z., Liu, L., Li, M., Wang, Z.: Analog circuit optimization system based on hybrid evolutionary algorithms. INTEGRATION, The VLSI Journal 42, 137–148 (2009), Jing Lu a, FranciscoV.Fernaǹdez
Koza, J.R., Bennett III, F.H., Andre, D., Keane, M.A.: Automated WYWIWYG Design for Both Topology and Component Values of Electrical Circuits using Genetic Programming. In: Genetic Programming 1996: Proceedings of the First Annual Conference, pp. 123–131 (1996)
Oltean, G., Hintea, S., Sipos, E.: Analog Circuit Desdign Based on Computational Intelligence Techniques. Journal of Automation, Mobile Robotics and Intelligent Systems 3, 1–7 (2009)
Hintea, S., Farago, P., Festila, L., Soser, P.: Reconfigurable Filter Design for Implantable Auditory Prosthesis. Electronics and Electrical Engineering 3(99), 7–12 (2010)
Schaumann, R., Van Valkenburg, M.E.: Design of Analog Filters. Oxford University Press, Oxford (2001)
Farago, P.: Design of Reconfigurable Analog Integrated Circuits for Cochlear Implants, Diploma Thesis, Cluj-Napoca (June 2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Farago, P., Hintea, S., Oltean, G., Festila, L. (2010). A Double-Layer Genetic Algorithm for Gm-C Filter Design. In: Setchi, R., Jordanov, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based and Intelligent Information and Engineering Systems. KES 2010. Lecture Notes in Computer Science(), vol 6279. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15384-6_66
Download citation
DOI: https://doi.org/10.1007/978-3-642-15384-6_66
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15383-9
Online ISBN: 978-3-642-15384-6
eBook Packages: Computer ScienceComputer Science (R0)