PSO-based evolutionary optimization for black-box modeling of arbitrary shaped on-chip RF inductors

2006 Topical Meeting on Silicon Monolithic Integrated Circuits in RF Systems - Digest of Papers

Volumn 2006, Issue , 2006, Pages 103-106

  Bhattacharya, Rajarshi ^a   Joshi, Alok ^a   Bhattacharya, T K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Black box modeling; Evolutionary optimization; On chip inductor; PSO; RF integrated circuit; System identification

Indexed keywords

COMPUTER SIMULATION; ELECTRIC INDUCTORS; EQUIVALENT CIRCUITS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; OPTIMIZATION;

BLACK-BOX MODELING; EVOLUTIONARY OPTIMIZATION; ON-CHIP INDUCTORS; PARTICLE SWARM OPTIMIZATION (PSO); RF INTEGRATED CIRCUITS;

EVOLUTIONARY ALGORITHMS;

EID: 33847069232     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SMIC.2005.1587918     Document Type: Conference Paper

References (12)

1. Y. K. Koutsoyannopoulos and Y. Papananos, "Systematic analysis and modeling of integrated inductors and transformers in RF 1C design," IEEE Trans. Ckt. and Sys. II- Analog and Digital Signal Processing, vol. 47, no. 8, pp. 699-713, Aug. 2000.
2. S. S. Mohan, M. M. Hershenson, S. P. Boyd and T. H. Lee, "Simple accurate expressions for planer spiral inductance," IEEE M. Solid State Ckt, vol. 34, no. 10, pp. 1419-1424, Oct. 1999.
3. J. R. Long and M. A. Copeland, "The modeling characterization and design of monolithic inductors for Silicon RF IC's," IEEE M. Solid State Ckt, vol. 32, no. 3, pp. 357-369, Mar. 1997.
4. N. A. Tawalkar, C. P. Yue and S. S. Wong, "Analysis and Synthesis of On-Chip Spiral Inductor," IEEE Trans. Electron Devices, vol. 52, no. 2, pp. 176-182, Feb. 2005.
5. O. H. Murphy, K. G. McCarthy and et al., "Design of Multiple-Metal Stacked Inductors Incorporating an Extended Physical Model," IEEE Trans. MTT, vol. 53, no. 6, pp. 2063-2072, June. 2005.
6. C. Zhen. and G. Lihui, "Application of genetic algorithm in modeling RF on-chip inductors," IEEE Trans. MTT, vol. 51, no. 2, pp. 342-346, Feb. 2003.
7. I. Bahl, Lumped Elements for RF and Microwave Circuits. Boston London: Artech House, 1992.
8. J. Robinson and Y. Rahamat-Sammi, "Particle Swarm Optimization in Electromagnetics," IEEE Trans. Antennas and Propagation, vol. 52, no. 2, pp. 397-407, Feb. 2004.
9. J. Kennedy and R. C. Eberhart, Swarm Inteligenmce. San Mateo, CA: Morgan Kaufmann, 2001.
10. M. Clerc and J. Kennedy, "The particle swarm-explosion, stability, and convergence in a multidimensional complex space," IEEE Trans. Evol. Comput., Feb. 2002.
11. J. Kennedy and W. M. Spears, "Matching algorithms to problems: an experimental test of the particle swarm and some genetic algorithms on multi modal problem generator," in Proc. IEEE Int. Conf. Evolutionary Computation, 1998.
12. D. M. Pozar, Microwave Engineering. San Singapore: Wiley Student Edition, 2004.