Araştırma Makalesi
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Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion

Yıl 2003, Cilt: 7 Sayı: 3, 32 - 36, 01.09.2003

Abdulkadir Şengör İbrahim Türkoğlu

Öz

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.

Anahtar Kelimeler

Bayes Karar Kuralı Analog Modülasyonlar Sınıflandırma Özellik Çıkarma

Kaynakça

  • [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.

Yıl 2003, Cilt: 7 Sayı: 3, 32 - 36, 01.09.2003

Abdulkadir Şengör İbrahim Türkoğlu

Öz

Kaynakça

  • [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.
Toplam 12 adet kaynakça vardır.

Ayrıntılar

Konular Mühendislik
Bölüm Araştırma Makalesi
Yazarlar

Abdulkadir Şengör Bu kişi benim

İbrahim Türkoğlu Bu kişi benim

Yayımlanma Tarihi 1 Eylül 2003
Gönderilme Tarihi 1 Ocak 2003
Kabul Tarihi 1 Nisan 2003
Yayımlandığı Sayı Yıl 2003 Cilt: 7 Sayı: 3

Kaynak Göster

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. Aralık 2003;7(3):32-36.
Chicago Şengör, Abdulkadir, ve İbrahim Türkoğlu. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science 7, sy. 3 (Aralık 2003): 32-36.
EndNote Şengör A, Türkoğlu İ (01 Aralık 2003) Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. Sakarya University Journal of Science 7 3 32–36.
IEEE A. Şengör ve İ. Türkoğlu, “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”, SAUJS, c. 7, sy. 3, ss. 32–36, 2003.
ISNAD Şengör, Abdulkadir - Türkoğlu, İbrahim. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science 7/3 (Aralık 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 ve İbrahim Türkoğlu. “Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion”. Sakarya University Journal of Science, c. 7, sy. 3, 2003, ss. 32-36.
Vancouver Şengör A, Türkoğlu İ. Classifing Analogue Modulated Communication Signals Using Bayes Decision Criterion. SAUJS. 2003;7(3):32-6.

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