Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys

Kerim Güney; Mehmet Erler; Şeref Sağıroğlu

Research Article

Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys

Year 1999, Volume: 12 Issue: 2, 18 - 34, 31.12.1999

Kerim Güney Mehmet Erler Şeref Sağıroğlu

Abstract

The ıksign of log-periodic dipole arrays, hased on anificial ııeural

nel-Hvrks, is presenled. The extended-deüa-bar-delta algorithm ıs ıısed to train the

ııelıvorks. The desigı-ı resııüs obtained by using Ihe murat models are in very good

agreemunt wilh the resıılts avaitable in Ihe literalure.

Keywords

log-penodic dipole arrays , artificial neural ııetu'orts.

References

[l] C.A. Balanis, ''Antenncı Theory: Anaîysîs and Deşiğe, John Wıley & Sons, New York, 1982.
[2] E.A. Wolff, "Antenna Analysis", Artech House, Norwood, 1988.
[3] R.L. Carrel, "Analysis and Design of the Log-Periodic Dipoîe Antemıa", Ph.D. Dissertation, Elec. Eng. Dcpt., University oflllinois, 1961
[4] D. E. Rumelhart and J. L. McCIelland, "Parallel Dıstributed Processing", Vol. l, The MFTPress, Cambridge, 1986.
f5] A. Maren; C. Harstan, and R. Pap, İİHandbook of Neu rai Computmg Appîications", London: Academic Press. ISBN 0-12-471260-6. 1990.
[6] S. Haykin, Neural Networks' A Comprehemive Foundaîion", New York: Macmillan College Publıshing Company, ISBN 0-02-352761-7, 1994.
[7] Neıırai Compııtmg, A TechnoîogyHandbookforProfesswnaîII/PLUSandNeuralWorks Explorer , Pıttsburgh: NeuraIWare, Inc., Technical Publications Group, 1996.
[8] S. E. Fahlman, "An Emprical Stîidy of Leaming Speed m Backpropagaîion Net^'orks", Technicol Report CMU-CS-88-162, Camegie Mellon University, June 1988.
[9] R, A. Jacobs, Increased ratc of convergence through leaming ratc adaptation", Neural Netuvrks, vlo], pp. 295-307, 1988.
[lü] G. Mirchandani and W. Cao, "On hidden nodes for neural ncts", IEEE Transactions on Circınîs andSystems, vol. 36, no. 5, pp. 661-664, 1989.
[l l] D. L. Chester, "Why Two Hidden Layers Are Better Than Oııe", Proc. Int. Joint Conf. on Neural Netn'orks, Jan. 1990, Washington, DC, vol. l, pp 265-268.
[î2] A. A. Minai and R. D. Wılliams, "Acceleration of Backpropagation Through Leaming Rate and Momentum Adaptation", Int. Joint Conf. on Neural Netn'orks, Jan. 1990, Washington, DC, vol. l, pp. 676-679.
[13] W. Y. Huang and Y. F. Huang, "Bounds on the number of hıdden neurons in multilavered perceptron , ÎEEE Trans. on Neuraî Networks, vol. l, no.4, pp. 47-55, 1991.
[14] P. Burrascano, S. Fiori. aııd M. Mongiardo, "A revievv of artificial neural networks apphcations in microwave computer-aided design", Int. J. of RF and Microwave Computer-Aıded Engmeenng, vol 9, pp, 158-174, 1999.
[15] D. T. Pham and S. Sagiroglu, "Three methods of training multı-layer perceptrons to model a robot sensor", Robotıca, vol, 13, pp. 531-538, 1996. [16] D T. Pham and S, Sagiroglu, "Synergistic neural models of a robot sensor fer part oncntatıon dctection", LUechE, Proc. Instn. Meck. Engrs., vol. 210, pp. 69-76, 1996.
[17] S Sagiroglu and K. Gıiney, "Calculation of resonant frequency fer an cquilateral triangular microstnp antenna using artifıcial ncural networks", Microvave Opt. Technal. Letl., vol. 14, no. 2, pp. 89-93, 1997.
^ ?; saSiroglu, K. Güney, and M. Erler, "Neural Computatıon of Mutual Coupling Coefficient of EIectncally Thin and Thıclc Rectangular Microstrip Antennas", Proc. of Intcmationa! Confcrence on Neural Network and Brain (NN&B'98^, Oct. 27-30, 1998,
Beijing, China, pp. 223-226.
[19] S. Sagıroglu, K. Güney, and M. Erler, "Resonant frequency calculation for cireular mıcrostnp amennas usmg artıficial neural networks", Int. J. of RF Micravave and Millımner-fVave Computer-Aided Eııgineering., vol. 8, pp. 270-277, 1998.
^ K' Güney' M- Erle''- a"d s- Sagiroglu, "Neural Computation of Mutual Couplıng Coefficient Bctween Two Rectangular Microstrip Antennas With Various Substrate Thicknesses" Proc. ofPIERS'98, July 13-17, 1998, Nantes, France, pp. 57.
[21] S. Sagıroglu, K. Güney, and M. Erler, "Calculation ofbanduidth for electrically thin and î!c reI:ta"Sula'' nricrostrip antennas with the use of multilayered perceptrons", ini. J. of RFandMıcrowave Compııler-Aided Engmeering, vol. 9, pp. 277-286, 1999.
|22] D. Karaboga, K. Güney, S. Sagiroglu, and M. Erler, "Neural coraputation of resonant frequency of elcctrically thin and thick rectangular microstrip antennas", IEE Proceedıııgs-Micromves, Antennas and Propagation, Pt. ff., vol, 146, pp. 155-159, 1999
^ ^ D- Ml I'°zar' "Alltenna Design Using Personal Computers", Artech House. Dedham. MA. 1985.

Log-Perîyodîk Dipol Dîzîlerin Nöral Tasarımı

Year 1999, Volume: 12 Issue: 2, 18 - 34, 31.12.1999

Kerim Güney Mehmet Erler Şeref Sağıroğlu

Abstract

Yapay sınır ağiarım dayanan bir metot, log-periyodik dmlermm tasarımı için

^liim/mıiftıır. Ağları eğitmek, için, genişlelilmif della-bar-della algoritması

/ıııllaııılnn. flır. Nöral modeller kullamlarak elde edilen tasarım sonuçları, literatürdeki

mevcut sonuçlarla ııyvmluhık içindedir.

Keywords

Log-penyodik dipol dizileri , )'apay sinir ağlarTî.

References

[l] C.A. Balanis, ''Antenncı Theory: Anaîysîs and Deşiğe, John Wıley & Sons, New York, 1982.
[2] E.A. Wolff, "Antenna Analysis", Artech House, Norwood, 1988.
[3] R.L. Carrel, "Analysis and Design of the Log-Periodic Dipoîe Antemıa", Ph.D. Dissertation, Elec. Eng. Dcpt., University oflllinois, 1961
[4] D. E. Rumelhart and J. L. McCIelland, "Parallel Dıstributed Processing", Vol. l, The MFTPress, Cambridge, 1986.
f5] A. Maren; C. Harstan, and R. Pap, İİHandbook of Neu rai Computmg Appîications", London: Academic Press. ISBN 0-12-471260-6. 1990.
[6] S. Haykin, Neural Networks' A Comprehemive Foundaîion", New York: Macmillan College Publıshing Company, ISBN 0-02-352761-7, 1994.
[7] Neıırai Compııtmg, A TechnoîogyHandbookforProfesswnaîII/PLUSandNeuralWorks Explorer , Pıttsburgh: NeuraIWare, Inc., Technical Publications Group, 1996.
[8] S. E. Fahlman, "An Emprical Stîidy of Leaming Speed m Backpropagaîion Net^'orks", Technicol Report CMU-CS-88-162, Camegie Mellon University, June 1988.
[9] R, A. Jacobs, Increased ratc of convergence through leaming ratc adaptation", Neural Netuvrks, vlo], pp. 295-307, 1988.
[lü] G. Mirchandani and W. Cao, "On hidden nodes for neural ncts", IEEE Transactions on Circınîs andSystems, vol. 36, no. 5, pp. 661-664, 1989.
[l l] D. L. Chester, "Why Two Hidden Layers Are Better Than Oııe", Proc. Int. Joint Conf. on Neural Netn'orks, Jan. 1990, Washington, DC, vol. l, pp 265-268.
[î2] A. A. Minai and R. D. Wılliams, "Acceleration of Backpropagation Through Leaming Rate and Momentum Adaptation", Int. Joint Conf. on Neural Netn'orks, Jan. 1990, Washington, DC, vol. l, pp. 676-679.
[13] W. Y. Huang and Y. F. Huang, "Bounds on the number of hıdden neurons in multilavered perceptron , ÎEEE Trans. on Neuraî Networks, vol. l, no.4, pp. 47-55, 1991.
[14] P. Burrascano, S. Fiori. aııd M. Mongiardo, "A revievv of artificial neural networks apphcations in microwave computer-aided design", Int. J. of RF and Microwave Computer-Aıded Engmeenng, vol 9, pp, 158-174, 1999.
[15] D. T. Pham and S. Sagiroglu, "Three methods of training multı-layer perceptrons to model a robot sensor", Robotıca, vol, 13, pp. 531-538, 1996. [16] D T. Pham and S, Sagiroglu, "Synergistic neural models of a robot sensor fer part oncntatıon dctection", LUechE, Proc. Instn. Meck. Engrs., vol. 210, pp. 69-76, 1996.
[17] S Sagiroglu and K. Gıiney, "Calculation of resonant frequency fer an cquilateral triangular microstnp antenna using artifıcial ncural networks", Microvave Opt. Technal. Letl., vol. 14, no. 2, pp. 89-93, 1997.
^ ?; saSiroglu, K. Güney, and M. Erler, "Neural Computatıon of Mutual Coupling Coefficient of EIectncally Thin and Thıclc Rectangular Microstrip Antennas", Proc. of Intcmationa! Confcrence on Neural Network and Brain (NN&B'98^, Oct. 27-30, 1998,
Beijing, China, pp. 223-226.
[19] S. Sagıroglu, K. Güney, and M. Erler, "Resonant frequency calculation for cireular mıcrostnp amennas usmg artıficial neural networks", Int. J. of RF Micravave and Millımner-fVave Computer-Aided Eııgineering., vol. 8, pp. 270-277, 1998.
^ K' Güney' M- Erle''- a"d s- Sagiroglu, "Neural Computation of Mutual Couplıng Coefficient Bctween Two Rectangular Microstrip Antennas With Various Substrate Thicknesses" Proc. ofPIERS'98, July 13-17, 1998, Nantes, France, pp. 57.
[21] S. Sagıroglu, K. Güney, and M. Erler, "Calculation ofbanduidth for electrically thin and î!c reI:ta"Sula'' nricrostrip antennas with the use of multilayered perceptrons", ini. J. of RFandMıcrowave Compııler-Aided Engmeering, vol. 9, pp. 277-286, 1999.
|22] D. Karaboga, K. Güney, S. Sagiroglu, and M. Erler, "Neural coraputation of resonant frequency of elcctrically thin and thick rectangular microstrip antennas", IEE Proceedıııgs-Micromves, Antennas and Propagation, Pt. ff., vol, 146, pp. 155-159, 1999
^ ^ D- Ml I'°zar' "Alltenna Design Using Personal Computers", Artech House. Dedham. MA. 1985.

There are 23 citations in total.

Details

Subjects	Electrical Engineering
Journal Section	Research Article
Authors	Kerim Güney This is me Mehmet Erler This is me Şeref Sağıroğlu
Acceptance Date	July 4, 1999
Publication Date	December 31, 1999
Published in Issue	Year 1999 Volume: 12 Issue: 2

Cite

APA	Güney, K., Erler, M., & Sağıroğlu, Ş. (1999). Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, 12(2), 18-34.
AMA	Güney K, Erler M, Sağıroğlu Ş. Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. December 1999;12(2):18-34.
Chicago	Güney, Kerim, Mehmet Erler, and Şeref Sağıroğlu. “Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi 12, no. 2 (December 1999): 18-34.
EndNote	Güney K, Erler M, Sağıroğlu Ş (December 1, 1999) Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 12 2 18–34.
IEEE	K. Güney, M. Erler, and Ş. Sağıroğlu, “Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys”, Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, vol. 12, no. 2, pp. 18–34, 1999.
ISNAD	Güney, Kerim et al. “Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 12/2 (December1999), 18-34.
JAMA	Güney K, Erler M, Sağıroğlu Ş. Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. 1999;12:18–34.
MLA	Güney, Kerim et al. “Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, vol. 12, no. 2, 1999, pp. 18-34.
Vancouver	Güney K, Erler M, Sağıroğlu Ş. Neurodesıgn Of Log-Perıodıc Dıpole Arra Ys. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. 1999;12(2):18-34.

Article Files

Full Text