Title :
Modulation recognition of symbol shaped digital signals
Author :
Huang Fu-qing ; Zhong Zhi-ming ; Xu Yi-tao ; Ren Guo-chun
Author_Institution :
Inst. of Commun. Eng., PLA Univ. of Sci. & Technol., Nanjing
Abstract :
A new recognition algorithm to the symbol shaped signals is presented, in which eight digital modulation types are classified. The infection to signals and parameterspsila extraction aroused by symbol shape is introduced in detailed, and the modulation types are classified from the decision-tree classifier. The computer simulation results show that, the algorithm has a good recognition performance for the shaped signals, further more it has a better recognition performance than the methods without consideration of the symbol shape.
Keywords :
decision trees; modulation coding; pattern classification; decision tree classifier; digital modulation; modulation recognition; parameter extraction; symbol shaped digital signals; Classification tree analysis; Computer simulation; Digital modulation; Feature extraction; Frequency; Modulation coding; Nonlinear distortion; Phase modulation; Programmable logic arrays; Shape;
Conference_Titel :
Communications, Circuits and Systems, 2008. ICCCAS 2008. International Conference on
Conference_Location :
Fujian
Print_ISBN :
978-1-4244-2063-6
Electronic_ISBN :
978-1-4244-2064-3
DOI :
10.1109/ICCCAS.2008.4657787