Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels

Onur Osman

Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels

Year 2005, Volume: 4 Issue: 7, 41 - 46, 01.06.2005

Onur Osman

Abstract

Keywords

-

References

Baum L.E., Petrie T., Soules G., and Weiss N., (1970), “A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains”, The Annals of Mathematical Statistics, (Vol:41), 164-171.
Divsalar D., Simon M.K., (1987) “Trellis coded modulation for 4800-9600 bits/s transmission over a fading mobile satellite channel”, IEEE J. Select. Areas in Commun., (SAC-5), 162-175.
Goldberg D.E., (1989), Genetic Algorithms in Search, Optimization and Machine Learning, Addison–Wesley, MA.
Kaleh K., Vallet R, (1994), “Joint parameter estimation and symbol detection for linear or non linear unknown channels”, IEEE Trans. on Commun., (Vol:42), 2406- 2413. Rabiner L.R., (1989), “A tutorial on hidden Markov models and selected applications in speech recognition”, Proceeding of the IEEE, (Vol:77), 257-274.

Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels

Year 2005, Volume: 4 Issue: 7, 41 - 46, 01.06.2005

Onur Osman

Abstract

Bu makalede gözü kapalı kanal parametre kestirimi için genetik algoritma (GA) başarımı sunulmuştur. 8PSK modülasyon yöntemi göz önüne alınmıştır. Kanalın AWGN ve Rician dağılımlı olduğu kabul edilmiştir. Kanalın yavaş değişen sönümlemeli kanal olduğu ve on sinyal boyunca parametrelerinin sabit kaldığı varsayılmıştır. Alıcıda gürültülü ve sönümlenmiş sinyaller gözlemlenir. GA kanal parametrelerini kestirmek için kullanılır. Farklı sönümlemeli kannallar ve sinyal gürültü oranları için kestirilen kanal parametrelerindeki ortalama hata hesaplanmıştır

Keywords

Kanal Parameter Kestirimi, Genetik Algoritma, Sönümlemeli Kanallar

References

Baum L.E., Petrie T., Soules G., and Weiss N., (1970), “A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains”, The Annals of Mathematical Statistics, (Vol:41), 164-171.
Divsalar D., Simon M.K., (1987) “Trellis coded modulation for 4800-9600 bits/s transmission over a fading mobile satellite channel”, IEEE J. Select. Areas in Commun., (SAC-5), 162-175.
Goldberg D.E., (1989), Genetic Algorithms in Search, Optimization and Machine Learning, Addison–Wesley, MA.
Kaleh K., Vallet R, (1994), “Joint parameter estimation and symbol detection for linear or non linear unknown channels”, IEEE Trans. on Commun., (Vol:42), 2406- 2413. Rabiner L.R., (1989), “A tutorial on hidden Markov models and selected applications in speech recognition”, Proceeding of the IEEE, (Vol:77), 257-274.

There are 4 citations in total.

Details

Primary Language	Turkish
Journal Section	Research Articles
Authors	Onur Osman This is me
Publication Date	June 1, 2005
Submission Date	August 10, 2015
Published in Issue	Year 2005 Volume: 4 Issue: 7

Cite

APA	Osman, O. (2005). Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, 4(7), 41-46.
AMA	Osman O. Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. June 2005;4(7):41-46.
Chicago	Osman, Onur. “Blind Parameter Estimation With Genetic Algorithm in Wireless Fading Channels”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 4, no. 7 (June 2005): 41-46.
EndNote	Osman O (June 1, 2005) Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 4 7 41–46.
IEEE	O. Osman, “Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels”, İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, vol. 4, no. 7, pp. 41–46, 2005.
ISNAD	Osman, Onur. “Blind Parameter Estimation With Genetic Algorithm in Wireless Fading Channels”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 4/7 (June 2005), 41-46.
JAMA	Osman O. Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. 2005;4:41–46.
MLA	Osman, Onur. “Blind Parameter Estimation With Genetic Algorithm in Wireless Fading Channels”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, vol. 4, no. 7, 2005, pp. 41-46.
Vancouver	Osman O. Blind Parameter Estimation with Genetic Algorithm in Wireless Fading Channels. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. 2005;4(7):41-6.