Artificial neural networks for the narrow aperture dimension calculation of optimum gain pyramidal horns

Electrical Engineering

Volumn 86, Issue 3, 2004, Pages 157-163

  Guney, K ^a   Sarikaya, N ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

Artificial neural networks; Microwave antennas; Pyramidal horn

Indexed keywords

ALGORITHMS; GAIN MEASUREMENT; MICROWAVE ANTENNAS; MICROWAVE MEASUREMENT; NEURAL NETWORKS; OPTIMIZATION;

LEVENBERG-MARQUARDT ALGORITHM; NARROW APERTURE DIMENSION CALCULATION; PYRAMIDAL HORNS;

HORN ANTENNAS;

EID: 1542607811     PISSN: 09487921     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00202-003-0197-z     Document Type: Article

References (27)

1. Love, AW (1976) Electromagnetic horn antennas. IEEE Press, New York
2. Balanis CA (1982) Antenna theory: Analysis and design. John Wiley, New York
3. Hawkins DC (1992) Improvements to synthesis of waveguide horns. Electron Lett 28:879-881.
4. Selvan KT (1999) Accurate design method for optimum gain pyramidal horns. Electron Lett 35:249-250
5. Guney K (2001) Improved design method for optimum gain pyramidal horns. Int J RF Microwave Computer-Aided Eng 11:188-193
6. Guney K (2001) Simple design method for optimum gain pyramidal horns. AEU Int J Electron Commun 55:205-208
7. Guney K (2001) A new design method for optimum gain pyramidal horns. Electromagnetics 21:497-505
8. Guney K, Hancer H (2003) Improved formulas for narrow and wide aperture dimensions of optimum gain pyramidal horn. Int J RF Microwave Computer-Aided Eng 13:239-245
9. Haykin S (1994) Neural networks: A comprehensive foundation. Macmillan College, New York
10. Zhang QJ, Gupta KC (2000) Neural networks for RF and microwave design. Artech House, Boston, MA
11. Christodoulou CG, Georgiopoulos M (2001) Application of neural networks in electromagnetics. Artech House, MA
12. Sagiroglu S, Guney K (1997) Calculation of resonant frequency for an equilateral triangular microstrip antenna with the use of artificial neural networks. Microwave Opt Technol Lett 14:89-93
13. Sagiroglu S, Guney K, Erler M (1998) Resonant frequency calculation for circular microstrip antennas using artificial neural networks. Int J RF Microwave Computer-Aided Eng 8:270-277
14. Sagiroglu S, Guney K, Erler M (1999) Calculation of bandwidth for electrically thin and thick rectangular microstrip antennas with the use of multilayered perceptrons. Int J RF Microwave Computer-Aided Eng 9:277-286
15. Karaboga D, Güney K, Sagiroglu S, Erler M (1999) Neural computation of resonant frequency of electrically thin and thick rectangular microstrip antennas. IEE Proc Microwaves, Antennas Propag H 146:155-159
16. Guney K, Erler M, Sagiroglu S (2000) Artificial neural networks for the resonant resistance calculation of electrically thin and thick rectangular microstrip antennas. Electromagnetics 20:387-400
17. Guney K, Sagiroglu S, Erler M (2001) Comparison of neural networks for resonant frequency computation of electrically thin and thick rectangular microstrip antennas. J Electromagn Waves Applic 15:1121-1145
18. Guney K, Sagiroglu S, Erler M (2002) Design of rectangular microstrip antennas with the use of artificial neural networks. Neural Network World 4:361-370
19. Guney K, Sagiroglu S, Erler M (2002) Generalized neural method to determine resonant frequencies of various microstrip antennas. Int J RF Microwave Computer-Aided Eng 12:131-139
20. Yildiz C, Gultekin SS, Guney K, Sagiroglu S (2002) Neural models for the resonant frequency of electrically thin and thick circular microstrip antennas and the characteristic parameters of asymmetric coplanar waveguides backed with a conductor. AEU Int J Electron Commun 56:396-406
21. Guney K, Sarikaya N (2003) Artificial neural networks for calculating the input resistance of circular microstrip antennas. Microwave Opt Technol Lett 37:107-111
22. Maybell MJ, Simon PS (1993) Pyramidal horn gain calculation with improved accuracy. IEEE Trans Antennas Propagat 41:884-889
23. Schelkunoff SA (1943) Electromagnetic waves. Van Nostrand Rheinhold, New York
24. Levenberg K (1944) A method for the solution of certain nonlinear problems in least squares. Q Appl Math 2:164-168
25. Marquardt DW (1963) An algorithm for least-squares estimation of nonlinear parameters. J Soc Ind Appl Math 11:431-441
26. Hagan MT, Menhaj M (1994) Training feedforward networks with the Marquardt algorithm. IEEE Trans Neural Networks 5:989-993
27. Standardization of Electronic Industry Association (EIA) (wwe.eia.org) and Standardization of International Electrotechnical Commission (IEC) (www.iec.ch)