AUTOMATIC CLASSIFICATION OF M-ary PHASE SHIFT KEYING (MPSK) SIGNALS | ||||
International Conference on Aerospace Sciences and Aviation Technology | ||||
Article 70, Volume 8, ASAT Conference, 4-6 May 1999, May 1999, Page 1-8 PDF (1.73 MB) | ||||
Document Type: Original Article | ||||
DOI: 10.21608/asat.1999.25154 | ||||
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Authors | ||||
El-sayed E. Azzouz; Khairy El-barbary | ||||
Egyptian Armed Forces. | ||||
Abstract | ||||
In this paper, a procedure for automatic classification of MPSK signals, with M=2,4 and 8 is proposed. The developed algorithm utilizes the pattern recognition approach. This is based on counting the number of states in the signal constellations, which is derived from the complex envelope of a received signal. Computer simulations for 100 realizations of each type of band-limited MPSK signal (M=2, 4, and 8) corrupted with band-limited Gaussian noise are performed. It is found that the number of levels is correctly estimated at the SNR of 10 dB. | ||||
Keywords | ||||
Digital Modulation Classification; Clustering Techniques | ||||
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