메뉴 건너뛰기




Volumn 53, Issue 9, 2005, Pages 2752-2767

Efficient analytical formulation and sensitivity analysis of neuro-space mapping for nonlinear microwave device modeling

Author keywords

Equivalent circuits; Neural networks; Optimization methods; Semiconductor device modeling

Indexed keywords

NEURO-SPACE MAPPING; OPTIMIZATION METHODS; SEMICONDUCTOR DEVICE MODELING; SIGNAL SIMULATION;

EID: 27744538448     PISSN: 00189480     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMTT.2005.854190     Document Type: Conference Paper
Times cited : (132)

References (36)
  • 1
    • 0242586049 scopus 로고    scopus 로고
    • Artificial neural networks for RF and microwave design: From theory to practice
    • Apr.
    • Q. J. Zhang, K. C. Gupta, and V. K. Devabhaktuni, "Artificial neural networks for RF and microwave design: From theory to practice," IEEE Trans. Microw. Theory Tech., vol. 51, no. 4, pp. 1339-1350, Apr. 2003.
    • (2003) IEEE Trans. Microw. Theory Tech. , vol.51 , Issue.4 , pp. 1339-1350
    • Zhang, Q.J.1    Gupta, K.C.2    Devabhaktuni, V.K.3
  • 3
    • 0036500341 scopus 로고    scopus 로고
    • Computer aided design of RF and microwave circuits and systems
    • Mar.
    • M. B. Steer, J. W. Bandler, and C. M. Snowden, "Computer aided design of RF and microwave circuits and systems," IEEE Trans. Microw. Theory Tech., vol. 50, no. 3, pp. 996-1005, Mar. 2002.
    • (2002) IEEE Trans. Microw. Theory Tech. , vol.50 , Issue.3 , pp. 996-1005
    • Steer, M.B.1    Bandler, J.W.2    Snowden, C.M.3
  • 5
    • 0032641444 scopus 로고    scopus 로고
    • A review of artificial neural networks applications in microwave computer-aided design
    • May
    • P. Burrascano, S. Fiori, and M. Mongiardo, "A review of artificial neural networks applications in microwave computer-aided design," Int. J. RF Microw. CAE, vol. 9, pp. 158-174, May 1999.
    • (1999) Int. J. RF Microw. CAE , vol.9 , pp. 158-174
    • Burrascano, P.1    Fiori, S.2    Mongiardo, M.3
  • 6
    • 0030393612 scopus 로고    scopus 로고
    • EM-ANN models for microstrip vias and interconnects in multilayer circuits
    • Dec.
    • P. M. Watson and K. C. Gupta, "EM-ANN models for microstrip vias and interconnects in multilayer circuits," IEEE Trans. Microw. Theory Tech., vol. 44, no. 12, pp. 2495-2503, Dec. 1996.
    • (1996) IEEE Trans. Microw. Theory Tech. , vol.44 , Issue.12 , pp. 2495-2503
    • Watson, P.M.1    Gupta, K.C.2
  • 8
    • 0029322064 scopus 로고
    • A neural network modeling approach to circuit optimization and statistical design
    • Jun.
    • A. H. Zaabab, Q. J. Zhang, and M. S. Nakhla, "A neural network modeling approach to circuit optimization and statistical design," IEEE Trans. Microw. Theory Tech., vol. 43, no. 6, pp. 1349-1358, Jun. 1995.
    • (1995) IEEE Trans. Microw. Theory Tech. , vol.43 , Issue.6 , pp. 1349-1358
    • Zaabab, A.H.1    Zhang, Q.J.2    Nakhla, M.S.3
  • 9
    • 0036772607 scopus 로고    scopus 로고
    • Straightforward and accurate nonlinear device model parameter-estimation method based on vectorial large-signal measurements
    • Oct.
    • D.M.M.-P. Schreurs, J. Verspecht, S. Vandenberghe, and E. Vandamme, "Straightforward and accurate nonlinear device model parameter-estimation method based on vectorial large-signal measurements," IEEE Trans. Microw. Theory Tech., vol. 50, no. 10, pp. 2315-2319, Oct. 2002.
    • (2002) IEEE Trans. Microw. Theory Tech. , vol.50 , Issue.10 , pp. 2315-2319
    • Schreurs, D.M.M.-P.1    Verspecht, J.2    Vandenberghe, S.3    Vandamme, E.4
  • 10
    • 0031338936 scopus 로고    scopus 로고
    • Knowledge based neural models for microwave design
    • Dec.
    • F. Wang and Q. J. Zhang, "Knowledge based neural models for microwave design," IEEE Trans. Microw. Theory Tech., vol. 45, no. 12, pp. 2333-2343, Dec. 1997.
    • (1997) IEEE Trans. Microw. Theory Tech. , vol.45 , Issue.12 , pp. 2333-2343
    • Wang, F.1    Zhang, Q.J.2
  • 11
    • 0036136296 scopus 로고    scopus 로고
    • A new family of neural network-based bi-directional and dispersive behavioral models for nonlinear RF/Microwave subsystems
    • Special Issue on Applications of ANN to RF and Microwave Design Dec.
    • V. Rizzoli, A. Neri, D. Masotti, and A. Lipparini, "A new family of neural network-based bi-directional and dispersive behavioral models for nonlinear RF/Microwave subsystems," Int. J. RF Microw. CAE (Special Issue on Applications of ANN to RF and Microwave Design), vol. 12, pp. 51-70, Dec. 2002.
    • (2002) Int. J. RF Microw. CAE , vol.12 , pp. 51-70
    • Rizzoli, V.1    Neri, A.2    Masotti, D.3    Lipparini, A.4
  • 12
    • 0000868066 scopus 로고    scopus 로고
    • Reverse modeling of microwave circuits with bidirectional neural network models
    • Oct.
    • M. Vai, S. Wu, B. Li, and S. Prasad, "Reverse modeling of microwave circuits with bidirectional neural network models," IEEE Trans. Microw. Theory Tech., vol. 46, no. 10, pp. 1492-1494, Oct. 1998.
    • (1998) IEEE Trans. Microw. Theory Tech. , vol.46 , Issue.10 , pp. 1492-1494
    • Vai, M.1    Wu, S.2    Li, B.3    Prasad, S.4
  • 16
    • 0033281456 scopus 로고    scopus 로고
    • Neuromodeling of microwave circuits exploiting space mapping technology
    • Dec.
    • J. W. Bandler, M. A. Ismail, J. E. Rayas-Sánchez, and Q. J. Zhang, "Neuromodeling of microwave circuits exploiting space mapping technology," IEEE Trans. Microw. Theory Tech., vol. 47, no. 12, pp. 2417-2427, Dec. 1999.
    • (1999) IEEE Trans. Microw. Theory Tech. , vol.47 , Issue.12 , pp. 2417-2427
    • Bandler, J.W.1    Ismail, M.A.2    Rayas-Sánchez, J.E.3    Zhang, Q.J.4
  • 19
    • 0043166555 scopus 로고    scopus 로고
    • Neuro-space mapping technique for nonlinear device modeling and large-signal simulation
    • Philadelphia, PA, Jun.
    • L. Zhang, J. J. Xu, M. C. E. Yagoub, R. T. Ding, and Q. J. Zhang, "Neuro-space mapping technique for nonlinear device modeling and large-signal simulation," in 2003 IEEE MTT-S Int. Microwave Symp. Dig., Philadelphia, PA, Jun. 2003, pp. 173-176.
    • (2003) 2003 IEEE MTT-S Int. Microwave Symp. Dig. , pp. 173-176
    • Zhang, L.1    Xu, J.J.2    Yagoub, M.C.E.3    Ding, R.T.4    Zhang, Q.J.5
  • 20
    • 0037251393 scopus 로고    scopus 로고
    • Exact adjoint sensitivity for neural based microwave modeling and design
    • Jan.
    • J. J. Xu, M. C. E. Yagoub, R. T. Ding, and Q. J. Zhang, "Exact adjoint sensitivity for neural based microwave modeling and design," IEEE Trans. Microw. Theory Tech., vol. 51, no. 1, pp. 226-237, Jan. 2003.
    • (2003) IEEE Trans. Microw. Theory Tech. , vol.51 , Issue.1 , pp. 226-237
    • Xu, J.J.1    Yagoub, M.C.E.2    Ding, R.T.3    Zhang, Q.J.4
  • 22
    • 0016919344 scopus 로고
    • A piecewise harmonic balance technique for determination of periodic response of nonlinear systems
    • Feb.
    • M. S. Nakhla and J. Vlach, "A piecewise harmonic balance technique for determination of periodic response of nonlinear systems," IEEE Trans. Circuits Syst., vol. 23, no. 2, pp. 85-91, Feb. 1976.
    • (1976) IEEE Trans. Circuits Syst. , vol.23 , Issue.2 , pp. 85-91
    • Nakhla, M.S.1    Vlach, J.2
  • 24
    • 0024171142 scopus 로고
    • A unified theory for frequency-domain simulation and sensitivity analysis of linear and non-linear circuits
    • Dec.
    • J. W. Bandler, Q. J. Zhang, and R. M. Biemacki, "A unified theory for frequency-domain simulation and sensitivity analysis of linear and non-linear circuits," IEEE Trans. Microw. Theory Tech., vol. 36, no. 12, pp. 1661-1669, Dec. 1988.
    • (1988) IEEE Trans. Microw. Theory Tech. , vol.36 , Issue.12 , pp. 1661-1669
    • Bandler, J.W.1    Zhang, Q.J.2    Biemacki, R.M.3
  • 25
    • 0042308605 scopus 로고    scopus 로고
    • Advanced microwave modeling framework exploiting automatic model generation, knowledge neural networks, and space mapping
    • Jul.
    • V. K. Devabhaktuni, B. Chattaraj, M.C.E. Yagoub, and Q. J. Zhang, "Advanced microwave modeling framework exploiting automatic model generation, knowledge neural networks, and space mapping," IEEE Trans. Microw. Theory Tech., vol. 51, no. 7, pp. 1822-1833, Jul. 2003.
    • (2003) IEEE Trans. Microw. Theory Tech. , vol.51 , Issue.7 , pp. 1822-1833
    • Devabhaktuni, V.K.1    Chattaraj, B.2    Yagoub, M.C.E.3    Zhang, Q.J.4
  • 27
    • 84888886625 scopus 로고    scopus 로고
    • Advanced Design System (ADS), Agilent Technologies, Palo Alto, CA
    • Advanced Design System (ADS), Agilent Technologies, Palo Alto, CA.
  • 28
    • 27744590044 scopus 로고    scopus 로고
    • Dept. of Electronics, Carleton University, , Ottawa, ON, Canada
    • NeuroModelerPlus, Q. J. Zhang, Dept. of Electronics, Carleton University, , Ottawa, ON, Canada.
    • NeuroModelerPlus
    • Zhang, Q.J.1
  • 29
    • 0014725465 scopus 로고
    • An integral charge-control relation for bipolar transistors
    • H. K. Gummel and H. C. Poon, "An integral charge-control relation for bipolar transistors," Bell Syst. Tech. J., vol. 49, p. 115, 1970.
    • (1970) Bell Syst. Tech. J. , vol.49 , pp. 115
    • Gummel, H.K.1    Poon, H.C.2
  • 30
    • 0023961420 scopus 로고
    • GaAs MESFET modeling and nonlinear CAD
    • Feb.
    • W. R. Curtice, "GaAs MESFET modeling and nonlinear CAD," IEEE Trans. Microw. Theory Tech., vol. 36, no. 2, pp. 220-230, Feb. 1988.
    • (1988) IEEE Trans. Microw. Theory Tech. , vol.36 , Issue.2 , pp. 220-230
    • Curtice, W.R.1
  • 32
    • 0022012872 scopus 로고
    • Computer calculation of large-signal GaAs FET amplifier characteristics
    • Feb.
    • A. Materka and T. Kacprzak, "Computer calculation of large-signal GaAs FET amplifier characteristics," IEEE Trans. Microw. Theory Tech., vol. 33, no. 2, pp. 129-135, Feb. 1985.
    • (1985) IEEE Trans. Microw. Theory Tech. , vol.33 , Issue.2 , pp. 129-135
    • Materka, A.1    Kacprzak, T.2
  • 34
    • 84888898789 scopus 로고    scopus 로고
    • MINIMOS-NT, Institute for Microelectronics, Technical University, Vienna, Austria. Release 2.0
    • MINIMOS-NT, Institute for Microelectronics, Technical University, Vienna, Austria. Release 2.0.
  • 35
    • 79960354246 scopus 로고
    • A new empirical nonlinear model for HEMT and MESFET devices
    • Dec.
    • I. Angelov, H. Zirath, and N. Rorsman, "A new empirical nonlinear model for HEMT and MESFET devices," IEEE Trans. Microw. Theory Tech., vol. 40, no. 12, pp. 2258-2266, Dec. 1992.
    • (1992) IEEE Trans. Microw. Theory Tech. , vol.40 , Issue.12 , pp. 2258-2266
    • Angelov, I.1    Zirath, H.2    Rorsman, N.3
  • 36
    • 0032302116 scopus 로고    scopus 로고
    • A broad-band balanced HEMT frequency doubler in uniplanar technology
    • Dec.
    • A. S. Yanev, B. N. Todorow, and V. Z. Ranev, "A broad-band balanced HEMT frequency doubler in uniplanar technology," IEEE Trans. Microw. Theory Tech., vol. 46, no. 12, pp. 2032-2035, Dec. 1998.
    • (1998) IEEE Trans. Microw. Theory Tech. , vol.46 , Issue.12 , pp. 2032-2035
    • Yanev, A.S.1    Todorow, B.N.2    Ranev, V.Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.