Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion

Abdulkadir Şengör; İbrahim Türkoğlu

Research Article

Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion

Year 2003, Volume: 7 Issue: 3, 32 - 36, 01.09.2003

Abstract

Bu çalışma, analog modülasyonlu haberleşme işaretlerinin (AM, DSB, SSB (USB), LSB, FM) sınıflandırılması için bir algoritma sunmaktadır. Önerilen sınıflandırıcı, Bayes Karar kuralım ve birkaç anahtar özelliği belirlenen amaç çerçevesinde kullanmaktadır. Sınıflandırıcının performans değerlendirmesi, farklı modülasyon türleri için bilgisayar ortamında hazırlanan benzetimler ile gerçekleştirilmiştir. Benzetimlerden elde edilen sonuçlarda, başarının %90 civarında olduğu görülmüştür.

Keywords

Bayes Karar Kuralı, Analog Modülasyonlar, Sınıflandırma, Özellik Çıkarma

References

[l]. A.K. Nandi and E.E. Azzouz, Automatic Modulation Recognition of Communication signals, Baston, MA: Kluwer, 1996.
[2]. D. Nicholson, " Issues in sigııal design to lower probability of classifı.cation and identifıcation ", Proc. Milcom 87, pp32.4.1 -32.4.3, October, 1987.
[3]. P.M. Fabrizi, L.B.Lopez and G.B. Lockhart, Receiver recognition of analog modulated types, ERE Conference on Radio Receiver and Associated Systems, Bangor, Wales, 1986.
[4]. Y.T. Chan ve Gadbois, ldentifıcation of tlıe modulation type of a signal, Signal Processing, vol.16, no.2, pp.149-154, February 1989.
[5]. Y.O. Al-Jalili, ldentifıcation algorithrn for upper sideband and lower sideband SSB signals, Sigrıal Processing, vol.42, no.2, pp.207-213, March 1995.
[6]. A.K. Nandi and E.E. Azzouz, Algorithms For Automatic Modulation Recognition Of Cornmunication Signals, IEEE Transactions on Communications, vol. 46, April 1998.
[7). S.D. Jovanovic, M.I. Doroslovacki and M.V. Dragosevic, Recognition of low modu1ation index AM signals in additive Gaussian noise, Europen Association for Signal Processing, V. conference, pp.1923-1926, 1990.
[8]. A.K. Nandi and E.E. Azzouz, Algorithms for Automatic Modulation Recognition of Communication signals, IEEE Trans. on Comm., vol. 46, no.4, pp.431-436, April 1998.
[9]. R. O. Duda, and P.E. Hart, Pattern Classification and Sceııe Analysis, Stanford Research Institute, New York, 1989.
[10]. Englehart, K., "Signal Representation for Classification of the Transient Myoelectric Signal", Phd Thesis, New Brunswick University, Canada, 1998
11]. Kelton W.D., Sadowski R.P. and Sadowski D.A., Simulation with Arena, McGraw-Hill ine .. New York, 1998
[12]. Tanyıldızı E., Development of new software for computer aided software, Master Thesis, Firar University, Turkey 2002.

Year 2003, Volume: 7 Issue: 3, 32 - 36, 01.09.2003

Abdulkadir Şengör İbrahim Türkoğlu

Abstract

References

[l]. A.K. Nandi and E.E. Azzouz, Automatic Modulation Recognition of Communication signals, Baston, MA: Kluwer, 1996.
[2]. D. Nicholson, " Issues in sigııal design to lower probability of classifı.cation and identifıcation ", Proc. Milcom 87, pp32.4.1 -32.4.3, October, 1987.
[3]. P.M. Fabrizi, L.B.Lopez and G.B. Lockhart, Receiver recognition of analog modulated types, ERE Conference on Radio Receiver and Associated Systems, Bangor, Wales, 1986.
[4]. Y.T. Chan ve Gadbois, ldentifıcation of tlıe modulation type of a signal, Signal Processing, vol.16, no.2, pp.149-154, February 1989.
[5]. Y.O. Al-Jalili, ldentifıcation algorithrn for upper sideband and lower sideband SSB signals, Sigrıal Processing, vol.42, no.2, pp.207-213, March 1995.
[6]. A.K. Nandi and E.E. Azzouz, Algorithms For Automatic Modulation Recognition Of Cornmunication Signals, IEEE Transactions on Communications, vol. 46, April 1998.
[7). S.D. Jovanovic, M.I. Doroslovacki and M.V. Dragosevic, Recognition of low modu1ation index AM signals in additive Gaussian noise, Europen Association for Signal Processing, V. conference, pp.1923-1926, 1990.
[8]. A.K. Nandi and E.E. Azzouz, Algorithms for Automatic Modulation Recognition of Communication signals, IEEE Trans. on Comm., vol. 46, no.4, pp.431-436, April 1998.
[9]. R. O. Duda, and P.E. Hart, Pattern Classification and Sceııe Analysis, Stanford Research Institute, New York, 1989.
[10]. Englehart, K., "Signal Representation for Classification of the Transient Myoelectric Signal", Phd Thesis, New Brunswick University, Canada, 1998
11]. Kelton W.D., Sadowski R.P. and Sadowski D.A., Simulation with Arena, McGraw-Hill ine .. New York, 1998
[12]. Tanyıldızı E., Development of new software for computer aided software, Master Thesis, Firar University, Turkey 2002.

There are 12 citations in total.

Details

Subjects	Engineering
Journal Section	Research Articles
Authors	Abdulkadir Şengör This is me İbrahim Türkoğlu This is me
Publication Date	September 1, 2003
Submission Date	January 1, 2003
Acceptance Date	April 1, 2003
Published in Issue	Year 2003 Volume: 7 Issue: 3

Cite

APA	Şengör, A., & Türkoğlu, İ. (2003). Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. Sakarya University Journal of Science, 7(3), 32-36.
AMA	Şengör A, Türkoğlu İ. Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. SAUJS. December 2003;7(3):32-36.
Chicago	Şengör, Abdulkadir, and İbrahim Türkoğlu. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science 7, no. 3 (December 2003): 32-36.
EndNote	Şengör A, Türkoğlu İ (December 1, 2003) Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. Sakarya University Journal of Science 7 3 32–36.
IEEE	A. Şengör and İ. Türkoğlu, “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”, SAUJS, vol. 7, no. 3, pp. 32–36, 2003.
ISNAD	Şengör, Abdulkadir - Türkoğlu, İbrahim. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science 7/3 (December 2003), 32-36.
JAMA	Şengör A, Türkoğlu İ. Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. SAUJS. 2003;7:32–36.
MLA	Şengör, Abdulkadir and İbrahim Türkoğlu. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science, vol. 7, no. 3, 2003, pp. 32-36.
Vancouver	Şengör A, Türkoğlu İ. Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. SAUJS. 2003;7(3):32-6.