메뉴 건너뛰기




Volumn 52, Issue 1 II, 2004, Pages 362-377

Computer-aided optimization of nonlinear microwave circuits with the aid of electromagnetic simulation

Author keywords

Electromagnetic (EM) analysis; Harmonic balance (HB); Nonlinear (NL) microwave circuits; Optimization

Indexed keywords

ALGORITHMS; COMPUTER AIDED DESIGN; COMPUTER SIMULATION; ELECTROMAGNETIC FIELD THEORY; INTEGRATED CIRCUIT LAYOUT; MAXWELL EQUATIONS; OPTIMIZATION;

EID: 1242263495     PISSN: 00189480     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMTT.2003.820898     Document Type: Article
Times cited : (101)

References (87)
  • 4
    • 0035692270 scopus 로고    scopus 로고
    • An approach for knowledge-aided-design (KAD) of microwave circuits using artificial neural networks
    • R. Zingg and K. C. Gupta, "An approach for knowledge-aided-design (KAD) of microwave circuits using artificial neural networks," in IEEE MTT-S Int. Microwave Symp. Dig., Phoenix, AZ, May 2001, pp. 1011-1014.
    • IEEE MTT-S Int. Microwave Symp. Dig., Phoenix, AZ, May 2001 , pp. 1011-1014
    • Zingg, R.1    Gupta, K.C.2
  • 5
    • 0032094825 scopus 로고    scopus 로고
    • Emerging trends in millimeter-wave CAD
    • June
    • K. C. Gupta, "Emerging trends in millimeter-wave CAD," IEEE Trans. Microwave Theory Tech., vol. 46, pp. 747-755, June 1998.
    • (1998) IEEE Trans. Microwave Theory Tech. , vol.46 , pp. 747-755
    • Gupta, K.C.1
  • 6
    • 0036736262 scopus 로고    scopus 로고
    • Hybrid circuit-full-wave computer-aided design of manifold multiplexers without tuning elements
    • Sept.
    • L. Accantino and M. Mongiardo, "Hybrid circuit-full-wave computer-aided design of manifold multiplexers without tuning elements," IEEE Trans. Microwave Theory Tech., vol. 50, pp. 2044-2047, Sept. 2002.
    • (2002) IEEE Trans. Microwave Theory Tech. , vol.50 , pp. 2044-2047
    • Accantino, L.1    Mongiardo, M.2
  • 7
    • 0036808539 scopus 로고    scopus 로고
    • Gradient-based optimization of filters using FDTD software
    • Oct.
    • P. Kozakowsky and M. Mrozowski, "Gradient-based optimization of filters using FDTD software," IEEE Microwave Wireless Comp. Lett., vol. 12, pp. 389-391, Oct. 2002.
    • (2002) IEEE Microwave Wireless Comp. Lett. , vol.12 , pp. 389-391
    • Kozakowsky, P.1    Mrozowski, M.2
  • 8
    • 0028485847 scopus 로고
    • FD-TD modeling of digital signal propagation in 3-D circuits with passive and active loads
    • Aug.
    • M. Piket-May, A. Taflove, and J. Baron, "FD-TD modeling of digital signal propagation in 3-D circuits with passive and active loads," IEEE Trans. Microwave Theory Tech., vol. 42, pp. 1514-1523, Aug. 1994.
    • (1994) IEEE Trans. Microwave Theory Tech. , vol.42 , pp. 1514-1523
    • Piket-May, M.1    Taflove, A.2    Baron, J.3
  • 9
    • 0033360477 scopus 로고    scopus 로고
    • Global time-domain full-wave analysis of microwave circuits involving highly nonlinear phenomena and EMC effects
    • June
    • K.-P. Ma, C. Min, B. Houshmand, Y. Qian, and T. Itoh, "Global time-domain full-wave analysis of microwave circuits involving highly nonlinear phenomena and EMC effects," IEEE Trans. Microwave Theory Tech., vol. 47, pp. 859-866, June 1999.
    • (1999) IEEE Trans. Microwave Theory Tech. , vol.47 , pp. 859-866
    • Ma, K.-P.1    Min, C.2    Houshmand, B.3    Qian, Y.4    Itoh, T.5
  • 10
    • 0033708951 scopus 로고    scopus 로고
    • Finite element time domain based diakoptic method for microwave circuit analysis
    • Boston, MA, June
    • S. H. Chang, R. Coccioli, Y. Qian, B. Houshmand, and T. Itoh, "Finite element time domain based diakoptic method for microwave circuit analysis," in IEEE MTT-S Int. Microwave Symp. Dig., vol. 1, Boston, MA, June 2000, pp. 235-238.
    • (2000) IEEE MTT-S Int. Microwave Symp. Dig. , vol.1 , pp. 235-238
    • Chang, S.H.1    Coccioli, R.2    Qian, Y.3    Houshmand, B.4    Itoh, T.5
  • 11
    • 0032049160 scopus 로고    scopus 로고
    • Combined EM field/linear and nonlinear circuit simulation using the FDTD method
    • Apr.
    • Q. Chen and V. F. Fusco, "Combined EM field/linear and nonlinear circuit simulation using the FDTD method," Proc. Inst. Elect. Eng., pt. H, vol. 145, pp. 185-189, Apr. 1998.
    • (1998) Proc. Inst. Elect. Eng. , vol.145 , Issue.PART H , pp. 185-189
    • Chen, Q.1    Fusco, V.F.2
  • 12
    • 0033365788 scopus 로고    scopus 로고
    • Global modeling strategies for the analysis of high-frequency integrated circuits
    • June
    • P. Ciampolini, L. Roselli, G. Stopponi, and R. Sorrentino, "Global modeling strategies for the analysis of high-frequency integrated circuits," IEEE Trans. Microwave Theory Tech., vol. 47, pp. 950-955, June 1999.
    • (1999) IEEE Trans. Microwave Theory Tech. , vol.47 , pp. 950-955
    • Ciampolini, P.1    Roselli, L.2    Stopponi, G.3    Sorrentino, R.4
  • 13
    • 0031335410 scopus 로고    scopus 로고
    • Global modeling of millimeter-wave circuits: Electromagnetic simulation of amplifiers
    • Dec.
    • S. M. S. Imtiaz and S. M. El-Ghazaly, "Global modeling of millimeter-wave circuits: Electromagnetic simulation of amplifiers," IEEE Trans. Microwave Theory Tech., vol. 45, pp. 2208-2216, Dec. 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , pp. 2208-2216
    • Imtiaz, S.M.S.1    El-Ghazaly, S.M.2
  • 14
    • 0032679643 scopus 로고    scopus 로고
    • Hybrid analysis/design method for active integrated antennas
    • Apr.
    • B. Erturk, R. G. Rojas, and P. Roblin, "Hybrid analysis/design method for active integrated antennas," Proc. Inst. Elect. Eng., pt. H, vol. 146, pp. 131-137, Apr. 1999.
    • (1999) Proc. Inst. Elect. Eng. , vol.146 , Issue.PART H , pp. 131-137
    • Erturk, B.1    Rojas, R.G.2    Roblin, P.3
  • 15
    • 0035268015 scopus 로고    scopus 로고
    • General electromagnetic simulation tool to predict the microwave nonlinear response of planar, arbitrarily-shaped HTS structures
    • Mar.
    • J. Parron, C. Collado, J. Mateu, J. M. Rius, N. Duffo, and J. M. O'Callaghan, "General electromagnetic simulation tool to predict the microwave nonlinear response of planar, arbitrarily-shaped HTS structures," IEEE Trans. Appl. Superconduct., vol. 11, pp. 399-402, Mar. 2001.
    • (2001) IEEE Trans. Appl. Superconduct. , vol.11 , pp. 399-402
    • Parron, J.1    Collado, C.2    Mateu, J.3    Rius, J.M.4    Duffo, N.5    O'Callaghan, J.M.6
  • 16
    • 0030721278 scopus 로고    scopus 로고
    • Extension of the compression approach to include the treatment of radiation pattern in the electromagnetic analysis of active planar antennas
    • S. Dauguet, R. Gillard, J. Citerne, and G. Piton, "Extension of the compression approach to include the treatment of radiation pattern in the electromagnetic analysis of active planar antennas," in IEEE Int. Antennas and Propagation Soc. Symp., vol. 1, 1997, pp. 22-25.
    • (1997) IEEE Int. Antennas and Propagation Soc. Symp. , vol.1 , pp. 22-25
    • Dauguet, S.1    Gillard, R.2    Citerne, J.3    Piton, G.4
  • 18
    • 0029375674 scopus 로고
    • A fullwave CAD tool for waveguide components using a high speed direct optimizer
    • Sept.
    • F. Alessandri, M. Dionigi, and R. Sorrentino, "A fullwave CAD tool for waveguide components using a high speed direct optimizer," IEEE Trans. Microwave Theory Tech., vol. 43, pp. 2046-2052, Sept. 1995.
    • (1995) IEEE Trans. Microwave Theory Tech. , vol.43 , pp. 2046-2052
    • Alessandri, F.1    Dionigi, M.2    Sorrentino, R.3
  • 19
    • 0036473856 scopus 로고    scopus 로고
    • A fast finite-element-based field optimizer using analytically calculated gradients
    • Feb.
    • P. Harscher, S. Amari, and R. Vahldieck, "A fast finite-element-based field optimizer using analytically calculated gradients," IEEE Trans. Microwave Theory Tech., vol. 50, pp. 433-439, Feb. 2002.
    • (2002) IEEE Trans. Microwave Theory Tech. , vol.50 , pp. 433-439
    • Harscher, P.1    Amari, S.2    Vahldieck, R.3
  • 24
    • 0242698857 scopus 로고    scopus 로고
    • M. Odyniec, Ed.; Norwood, MA: Artech House
    • M. Odyniec, Ed., RF and Microwave Oscillator Design. Norwood, MA: Artech House, 2002.
    • (2002) RF and Microwave Oscillator Design
  • 26
    • 0023961710 scopus 로고
    • Circuit optimization: The state of the art
    • Feb.
    • J. W. Bandler and S. H. Chen, "Circuit optimization: The state of the art," IEEE Trans. Microwave Theory Tech., vol. 36, pp. 424-443, Feb. 1988.
    • (1988) IEEE Trans. Microwave Theory Tech. , vol.36 , pp. 424-443
    • Bandler, J.W.1    Chen, S.H.2
  • 27
    • 84897542585 scopus 로고    scopus 로고
    • Highly efficient envelope-oriented analysis of large autonomous RF/microwave systems by a trust-region algorithm coupled with Krylov-subspace harmonic-balance
    • V. Rizzoli, F. Mastri, A. Costanzo, and E. Montanari, "Highly efficient envelope-oriented analysis of large autonomous RF/microwave systems by a trust-region algorithm coupled with Krylov-subspace harmonic-balance," in Proc. 32nd Eur. Microwave Conf., Milan, Italy, Sept. 2002, pp. 1009-1012.
    • Proc. 32nd Eur. Microwave Conf., Milan, Italy, Sept. 2002 , pp. 1009-1012
    • Rizzoli, V.1    Mastri, F.2    Costanzo, A.3    Montanari, E.4
  • 28
    • 0036070480 scopus 로고    scopus 로고
    • Coupled electromagnetic/nonlinear optimization of self-oscillating microstrip antennas with far-field performance specifications
    • V. Rizzoli, A. Costanzo, and E. Montanari, "Coupled electromagnetic/nonlinear optimization of self-oscillating microstrip antennas with far-field performance specifications," in IEEE MTT-S Int. Microwave Symp. Dig., Seattle, WA, June 2002, pp. 123-126.
    • IEEE MTT-S Int. Microwave Symp. Dig., Seattle, WA, June 2002 , pp. 123-126
    • Rizzoli, V.1    Costanzo, A.2    Montanari, E.3
  • 29
    • 0028494637 scopus 로고
    • Multilevel optimization of high speed VLSI interconnect networks by decomposition
    • Sept.
    • Y. Wei, Q. J. Zhang, and M. Nakhla, "Multilevel optimization of high speed VLSI interconnect networks by decomposition," IEEE Trans. Microwave Theory Tech., pt. 1-2, vol. 42, pp. 1638-1650, Sept. 1994.
    • (1994) IEEE Trans. Microwave Theory Tech. , vol.42 , Issue.PART 1-2 , pp. 1638-1650
    • Wei, Y.1    Zhang, Q.J.2    Nakhla, M.3
  • 31
    • 0026398802 scopus 로고    scopus 로고
    • A high level compiler for the electromagnetic modeling of complex circuits by geometrical partitioning
    • G. E. Howard, and Y. L. Chow, "A high level compiler for the electromagnetic modeling of complex circuits by geometrical partitioning," in IEEE MTT-S Int. Microwave Symp. Dig., Boston, MA, June 1991, pp. 1095-1098.
    • IEEE MTT-S Int. Microwave Symp. Dig., Boston, MA, June 1991 , pp. 1095-1098
    • Howard, G.E.1    Chow, Y.L.2
  • 32
    • 0032024348 scopus 로고    scopus 로고
    • A new iterative diakoptics-based multilevel moments method for planar circuits
    • Mar.
    • S. Ooms and D. De Zutter, "A new iterative diakoptics-based multilevel moments method for planar circuits," IEEE Trans. Microwave Theory Tech., vol. 46, pp. 280-291, Mar. 1998.
    • (1998) IEEE Trans. Microwave Theory Tech. , vol.46 , pp. 280-291
    • Ooms, S.1    De Zutter, D.2
  • 34
    • 0031145558 scopus 로고    scopus 로고
    • Design optimization of interdigital filters using aggressive space mapping and decomposition
    • May
    • J. W. Bandler, R. M. Biernacki, S. H. Shao Hua Chen, and Y. F. Huang, "Design optimization of interdigital filters using aggressive space mapping and decomposition," IEEE Trans. Microwave Theory Tech., pt. 2, vol. 45, pp. 761-769, May 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , Issue.PART 2 , pp. 761-769
    • Bandler, J.W.1    Biernacki, R.M.2    Shao Hua Chen, S.H.3    Huang, Y.F.4
  • 37
    • 0029354779 scopus 로고
    • Recent directions in netlist partitioning
    • C. J. Alpert and A. B. Kahng, "Recent directions in netlist partitioning," Integr. VLSI J., vol. 19, no. 1-2, pp. 1-81, 1995.
    • (1995) Integr. VLSI J. , vol.19 , Issue.1-2 , pp. 1-81
    • Alpert, C.J.1    Kahng, A.B.2
  • 38
    • 0002806618 scopus 로고    scopus 로고
    • Multilevel k-way partitioning scheme for irregular graphs
    • G. Karypis and V. Kumar, "Multilevel k-way partitioning scheme for irregular graphs," J. Parallel Distrib. Comput., vol. 48, no. 1, pp. 96-129, 1998.
    • (1998) J. Parallel Distrib. Comput. , vol.48 , Issue.1 , pp. 96-129
    • Karypis, G.1    Kumar, V.2
  • 39
    • 0004030623 scopus 로고    scopus 로고
    • Multilevel algorithms for multi-constraint graph partitioning
    • Comput. Sci. Dept., Univ. Minnesota, Minneapolis, MN, Tech. Rep. TR-98-019
    • ____, "Multilevel algorithms for multi-constraint graph partitioning," Comput. Sci. Dept., Univ. Minnesota, Minneapolis, MN, Tech. Rep. TR-98-019, 1998.
    • (1998)
    • Karypis, G.1    Kumar, V.2
  • 40
    • 0034429191 scopus 로고    scopus 로고
    • Passive model reduction of multiport distributed interconnects
    • Dec.
    • A. Dounavis, E. Gad, R. Achar, and M. S. Nakhla, "Passive model reduction of multiport distributed interconnects," IEEE Trans. Microwave Theory Tech, vol. 48, pp. 2325-2334, Dec. 2000.
    • (2000) IEEE Trans. Microwave Theory Tech , vol.48 , pp. 2325-2334
    • Dounavis, A.1    Gad, E.2    Achar, R.3    Nakhla, M.S.4
  • 41
    • 0034427618 scopus 로고    scopus 로고
    • Efficient sensitivity analysis of transmission-line networks using model-reduction techniques
    • Dec.
    • R. Khazaka, P. K. Gunupudi, and M. S. Nakhla, "Efficient sensitivity analysis of transmission-line networks using model-reduction techniques," IEEE Trans. Microwave Theory Tech, vol. 48, pp. 2345-2351 Dec. 2000.
    • (2000) IEEE Trans. Microwave Theory Tech , vol.48 , pp. 2345-2351
    • Khazaka, R.1    Gunupudi, P.K.2    Nakhla, M.S.3
  • 43
    • 0033363535 scopus 로고    scopus 로고
    • Electromagnetic model order reduction for system-level modeling
    • June
    • A. C. Cangellaris, M. Celik, S. Pasha, and L. Zhao, "Electromagnetic model order reduction for system-level modeling," IEEE Trans. Microwave Theory Tech, pt. 2, vol. 47, pp. 840-850, June 1999.
    • (1999) IEEE Trans. Microwave Theory Tech , vol.47 , Issue.PART 2 , pp. 840-850
    • Cangellaris, A.C.1    Celik, M.2    Pasha, S.3    Zhao, L.4
  • 44
    • 0032139262 scopus 로고    scopus 로고
    • PRIMA: Passive reduced-order interconnect macromodeling algorithm
    • Aug.
    • A. Odabasioglu, M. Celik, and L. T. Pileggi, "PRIMA: Passive reduced-order interconnect macromodeling algorithm," IEEE Trans. Computer-Aided Design, vol. 17, pp. 645-654, Aug. 1998.
    • (1998) IEEE Trans. Computer-Aided Design , vol.17 , pp. 645-654
    • Odabasioglu, A.1    Celik, M.2    Pileggi, L.T.3
  • 46
    • 0025403428 scopus 로고
    • Fast and smooth highly nonlinear multidimensional table models for device modeling
    • Mar.
    • P. B. L. Meijer, "Fast and smooth highly nonlinear multidimensional table models for device modeling," IEEE Trans. Circuits Syst., vol. 37, pp. 335-346, Mar. 1990.
    • (1990) IEEE Trans. Circuits Syst. , vol.37 , pp. 335-346
    • Meijer, P.B.L.1
  • 47
    • 0029375081 scopus 로고
    • Efficient two-dimensional interpolation scheme suitable for nonlinear microwave device modeling
    • Sept.
    • V. Rizzoli, C. Cecchetti, and A. Costanzo, "Efficient two-dimensional interpolation scheme suitable for nonlinear microwave device modeling," Electron. Lett., vol. 31, no. 19, pp. 1674-1675, Sept. 1995.
    • (1995) Electron. Lett. , vol.31 , Issue.19 , pp. 1674-1675
    • Rizzoli, V.1    Cecchetti, C.2    Costanzo, A.3
  • 48
    • 0031191620 scopus 로고    scopus 로고
    • Computer-aided optimization of broadband nonlinear microwave integrated circuits with the aid of electromagnetically generated look-up tables
    • July
    • V. Rizzoli, A. Costanzo, C. Cecchetti, and D. Masotti, "Computer-aided optimization of broadband nonlinear microwave integrated circuits with the aid of electromagnetically generated look-up tables," Microwave Opt. Technol. Lett., vol. 15, no. 4, pp. 189-196, July 1997.
    • (1997) Microwave Opt. Technol. Lett. , vol.15 , Issue.4 , pp. 189-196
    • Rizzoli, V.1    Costanzo, A.2    Cecchetti, C.3    Masotti, D.4
  • 49
    • 0014857654 scopus 로고
    • A new method of interpolation and smooth curve fitting based on local procedures
    • Oct.
    • H. Akima, "A new method of interpolation and smooth curve fitting based on local procedures," Assoc. Comput. Math., vol. 17, pp. 589-602, Oct. 1970.
    • (1970) Assoc. Comput. Math. , vol.17 , pp. 589-602
    • Akima, H.1
  • 52
    • 0030393612 scopus 로고    scopus 로고
    • EM-ANN models for microstrip vias and interconnects in dataset circuits
    • Dec.
    • P. M. Watson and K. C. Gupta, "EM-ANN models for microstrip vias and interconnects in dataset circuits," IEEE Trans. Microwave Theory Tech., vol. 44, pp. 2495-2503, Dec. 1996.
    • (1996) IEEE Trans. Microwave Theory Tech. , vol.44 , pp. 2495-2503
    • Watson, P.M.1    Gupta, K.C.2
  • 56
    • 0035121233 scopus 로고    scopus 로고
    • Neural networks for microwave modeling: Model development issues and nonlinear modeling techniques
    • Jan.
    • V. K. Devabhaktuni, M. C. E. Yagoub, Y. Fang, Y. Xu, and Q.-J. Zhang, "Neural networks for microwave modeling: Model development issues and nonlinear modeling techniques," Int. J. RF Microwave Computer-Aided Eng., vol. 11, no. 1, pp. 4-21, Jan. 2001.
    • (2001) Int. J. RF Microwave Computer-Aided Eng. , vol.11 , Issue.1 , pp. 4-21
    • Devabhaktuni, V.K.1    Yagoub, M.C.E.2    Fang, Y.3    Xu, Y.4    Zhang, Q.-J.5
  • 58
    • 0035679940 scopus 로고    scopus 로고
    • A robust algorithm for automatic development of neural-network models for microwave applications
    • Dec.
    • V. K. Devabhakatuni, M. C. E. Yagoub, and Q.-J. Zhang, "A robust algorithm for automatic development of neural-network models for microwave applications," IEEE Trans. Microwave Theory Tech., vol. 49, pp. 2282-2291, Dec. 2001.
    • (2001) IEEE Trans. Microwave Theory Tech. , vol.49 , pp. 2282-2291
    • Devabhakatuni, V.K.1    Yagoub, M.C.E.2    Zhang, Q.-J.3
  • 63
    • 0029322064 scopus 로고
    • A neural network modeling approach to circuit optimization and statistical design
    • June
    • A. H. Zaabab, Q.-J. Zhang, and M. Nakhla, "A neural network modeling approach to circuit optimization and statistical design," IEEE Trans. Microwave Theory Tech., vol. 43, pp. 1349-1358, June 1995.
    • (1995) IEEE Trans. Microwave Theory Tech. , vol.43 , pp. 1349-1358
    • Zaabab, A.H.1    Zhang, Q.-J.2    Nakhla, M.3
  • 64
    • 0036136280 scopus 로고    scopus 로고
    • Yield-driven electromagnetic optimization via space mapping-based neuromodels
    • Jan.
    • J. W. Bandler, J. E. Rayas-Sanchez, and Q.-J. Zhang, "Yield-driven electromagnetic optimization via space mapping-based neuromodels," Int. J. RF Microwave Computer-Aided Eng., vol. 12, no. 1, pp. 79-89, Jan. 2002.
    • (2002) Int. J. RF Microwave Computer-Aided Eng. , vol.12 , Issue.1 , pp. 79-89
    • Bandler, J.W.1    Rayas-Sanchez, J.E.2    Zhang, Q.-J.3
  • 69
    • 0025488663 scopus 로고
    • 30 years of adaptive neural networks: Perceptron, madaline and backpropagation
    • Sept.
    • B. Widrow and M. A. Lehr, "30 years of adaptive neural networks: Perceptron, Madaline and backpropagation," Proc. IEEE, vol. 78, pp. 1415-1442, Sept. 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1415-1442
    • Widrow, B.1    Lehr, M.A.2
  • 70
    • 1242295106 scopus 로고    scopus 로고
    • ANN and knowledge-based approach for microwave design
    • N. K. Das and H. L. Bertoni, Eds. New York: Plenum
    • K. C. Gupta, "ANN and knowledge-based approach for microwave design," in Directions for the Next Generation of MMIC Devices and Systems, N. K. Das and H. L. Bertoni, Eds. New York: Plenum, 1996, pp. 389-396.
    • (1996) Directions for the Next Generation of MMIC Devices and Systems , pp. 389-396
    • Gupta, K.C.1
  • 71
    • 0345195977 scopus 로고    scopus 로고
    • Universal approximation using feedforward neural networks: A survey of some existing methods, and some results
    • F. Scarselli and A. C. Tsoi, "Universal approximation using feedforward neural networks: A survey of some existing methods, and some results," Neural Networks, vol. 11, pp. 15-37, 1998.
    • (1998) Neural Networks , vol.11 , pp. 15-37
    • Scarselli, F.1    Tsoi, A.C.2
  • 72
    • 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 Microwave Computer-Aided Eng., vol. 9, no. 3, pp. 158-174, May 1999.
    • (1999) Int. J. RF Microwave Computer-Aided Eng. , vol.9 , Issue.3 , pp. 158-174
    • Burrascano, P.1    Fiori, S.2    Mongiardo, M.3
  • 73
    • 0032654911 scopus 로고    scopus 로고
    • Neural network structures and training algorithms for RF and microwave applications
    • May
    • F. Wang, V. K. Devabhaktuni, C. Xi, and Q.-J. Zhang, "Neural network structures and training algorithms for RF and microwave applications," Int. J. RF Microwave Computer-Aided Eng., vol. 9, no. 3, pp. 216-240, May 1999.
    • (1999) Int. J. RF Microwave Computer-Aided Eng. , vol.9 , Issue.3 , pp. 216-240
    • Wang, F.1    Devabhaktuni, V.K.2    Xi, C.3    Zhang, Q.-J.4
  • 74
    • 0035397541 scopus 로고    scopus 로고
    • Application of artificial neural network models to linear and nonlinear RF circuit modeling
    • July
    • A. Suntives, M. S. Hossain, J. Ma, R. Mittra, and V. Veremey, "Application of artificial neural network models to linear and nonlinear RF circuit modeling," Int. J. RF Microwave Computer-Aided Eng., vol. 11, no. 4, pp. 231-247, July 2001.
    • (2001) Int. J. RF Microwave Computer-Aided Eng. , vol.11 , Issue.4 , pp. 231-247
    • Suntives, A.1    Hossain, M.S.2    Ma, J.3    Mittra, R.4    Veremey, V.5
  • 75
  • 76
    • 0036134898 scopus 로고    scopus 로고
    • An overview of neural network methods in computational electromagnetics
    • Jan.
    • R. K. Mishra, "An overview of neural network methods in computational electromagnetics," Int. J. RF Microwave Computer-Aided Eng., vol. 12, no. 1, pp. 98-108, Jan. 2002.
    • (2002) Int. J. RF Microwave Computer-Aided Eng. , vol.12 , Issue.1 , pp. 98-108
    • Mishra, R.K.1
  • 79
    • 0028529307 scopus 로고
    • Knowledge-based artificial neural networks
    • G. G. Towell and J. W. Shivalik, "Knowledge-based artificial neural networks," Artif. Intell., vol. 70, pp. 119-165, 1994.
    • (1994) Artif. Intell. , vol.70 , pp. 119-165
    • Towell, G.G.1    Shivalik, J.W.2
  • 80
    • 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. Microwave Theory Tech., vol. 45, pp. 2333-2343, Dec. 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , pp. 2333-2343
    • Wang, F.1    Zhang, Q.-J.2
  • 81
    • 0032292610 scopus 로고    scopus 로고
    • A hierarchical neural network approach to the development of a library of neural models for microwave design
    • Dec.
    • F. Wang, V. Devabhaktuni, and Q.-J. Zhang, "A hierarchical neural network approach to the development of a library of neural models for microwave design," IEEE Trans. Microwave Theory Tech., vol. 46, pp. 2391-2403, Dec. 1998.
    • (1998) IEEE Trans. Microwave Theory Tech. , vol.46 , pp. 2391-2403
    • Wang, F.1    Devabhaktuni, V.2    Zhang, Q.-J.3
  • 82
    • 0032641446 scopus 로고    scopus 로고
    • Applications of knowledge-based artificial neural network modeling to microwave components
    • May
    • P. M. Watson, K. C. Gupta, and R. L. Mahajan, "Applications of knowledge-based artificial neural network modeling to microwave components," Int. J. RF Microwave Computer-Aided Eng., vol. 9, no. 3, pp. 254-260, May 1999.
    • (1999) Int. J. RF Microwave Computer-Aided Eng. , vol.9 , Issue.3 , pp. 254-260
    • Watson, P.M.1    Gupta, K.C.2    Mahajan, R.L.3
  • 86
    • 0033895327 scopus 로고    scopus 로고
    • An accurate bilateral FET model suitable for general nonlinear and power applications
    • Jan.
    • V. Rizzoli and A. Costanzo, "An accurate bilateral FET model suitable for general nonlinear and power applications," Int. J. RF Microwave Computer-Aided Eng., vol. 10, no. 1, pp. 43-62, Jan. 2000.
    • (2000) Int. J. RF Microwave Computer-Aided Eng. , vol.10 , Issue.1 , pp. 43-62
    • Rizzoli, V.1    Costanzo, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.