Artificial bee colony algorithm for small signal model parameter extraction of MESFET

Engineering Applications of Artificial Intelligence

Volumn 23, Issue 5, 2010, Pages 689-694

  Sabat, Samrat L ^a   Udgata, Siba K ^a   Abraham, Ajith ^b  

^a UNIVERSITY OF HYDERABAD   (India)

^b SCIENTIFIC NETWORK FOR INNOVATION AND RESEARCH EXCELLENCE   (United States)

Author keywords

Artificial bee colony algorithm; MESFET small signal model; Parameter extraction; Particle swarm optimization; Swarm intelligence

Indexed keywords

ARTIFICIAL INTELLIGENCE; EQUIVALENT CIRCUITS; ERRORS; EVOLUTIONARY ALGORITHMS; EXTRACTION; FIELD EFFECT TRANSISTORS; HETEROJUNCTION BIPOLAR TRANSISTORS; MESFET DEVICES; PARAMETER ESTIMATION; PARAMETER EXTRACTION; PARTICLE SWARM OPTIMIZATION (PSO); SCATTERING PARAMETERS; SEMICONDUCTOR DEVICE MODELS; SIGNAL PROCESSING; SWARM INTELLIGENCE;

ARTIFICIAL BEE COLONIES (ABC); ARTIFICIAL BEE COLONY ALGORITHMS; PARTICLE SWARM OPTIMIZATION ALGORITHM; ROBUST OPTIMIZATION ALGORITHM; SEMICONDUCTOR FIELD-EFFECT TRANSISTORS; SMALL SIGNAL EQUIVALENT CIRCUIT; SMALL SIGNAL MODEL; SWARM INTELLIGENCE TECHNIQUES;

OPTIMIZATION;

EID: 81555215751     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2010.01.020     Document Type: Article

References (17)

1. Eberhart, R., Kenedy, J., 1995a. A new optimizer using particle swarm theory. In: Proceedings of 6th International Symposium on Micro Machine and Human Science (MHS), Cape Cod, MA, November, pp. 39-43.
2. Eberhart, R., Kenedy, J., 1995b. Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, Piscataway, NJ, November, pp. 1114-1121.
3. Gao, Y., 2001. Genetic algorithm based parameter extraction for power gaas mesfet. In: Proceedings of the Fifth International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Service, USA, November, pp. 317-318.
4. Karaboga, D., Basturk, B., 2008. On the performance of artificial bee colony (ABC) algorithm. Appl. Soft Comput. 8 (3), 687-697. (Pubitemid 47374599)
5. Karaboga, N., 2009. A new design method based on artificial bee colony algorithm for digital IIR filters. J. Franklin Institute 346 (4), 328-348.
6. Leung, Y., Gao, Y., Xu, Z., 1997. Degree of population diversity-a perspective on premature convergence in genetic algorithms and its Markov chain analysis. IEEE Trans. Neural Networks 8, 1165-1176. (Pubitemid 127763347)
7. Lin, F., Kompa, G., 1994. FET model parameter extraction based on optimization with multiplane data-fitting and bidirectional search-a new concept. IEEE Trans. Microwave Theory 42 (7), 1114-1121.
8. Menozzi, R., Piazzi, A., Contini, F., 1996. Small signal modeling for microwave FET linear circuits based on a genetic algorithm. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 43 (10), 839-847. (Pubitemid 126776708)
9. Ratnaweera, A., Halgamuge, S.K., Watson, H.C., 2004. Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients. IEEE Trans. Evol. Comput. 8 (3), 240-255.
10. Riley, J., Greggers, U., Smith, A.D., Reynolds, D., Menzel, R., 2005. The flight paths of honeybees recruited by the waggle dance. Nature 435, 205-207. (Pubitemid 40685945)
11. Sabat, S.L., Ali, L., 2008. The hyperspherical acceleration effect particle swarm optimizer. Appl. Soft Comput. 9 (13), 906-917.
12. Sabat, S.L., Coelhol, L.S., Abraham, A., 2009. MESFET DC model parameter extraction using quantum particle warm optimization. Microelectron. Reliab. 49 (6), 660-666.
13. Sabat, S.L., Udgata, S.K., Murthy, K.P.N., 2010. MESFET small signal model parameter extraction using quantum particle swarm optimization. Microelec-tron. Reliab. 50 (2), 199-206.
14. Shi, Y., Eberhart, R.C., 1998. Parameter selection in particle swarm optimization. In: EP '98: Proceedings of the 7th International Conference on Evolutionary Programming VII, London, UK, pp. 591-600. (Pubitemid 128118969)
15. Van Niekerk, C., Meyer, P., Schreurs, D., Winson, P., 2000. A robust integrated multibias parameter extraction method for MESFET and HEMT models. IEEE Trans. Microwave Theory 48 (5), 777-786.
16. Watts, J., Bittner, C., Heaberlin, D., Huffmen, J., 1999. Extraction of compact model parameters for ULI MOSFETs using a genetic algorithm. In: Proceedings of Second International Conference on Modeling and Simulation of Microsystems, Cambridge, MA, November, pp. 176-179.
17. Yaser, K., 2000. Systematic optimization technique for mesfet modeling. Ph.D. Thesis, Virginia Polytechnic Institute and State University, Blacksburg, Virginia.