Title :
An automatic modulation classification technique using high-order statistics for multipath fading channels
Author :
Shih, Pokuan ; Chang, Dah-Chung
Author_Institution :
Dept. of Commun. Eng., Nat. Central Univ., Chungli, Taiwan
Abstract :
In the last few years, the Dynamic Spectrum Access (DSA) has been a flexible strategy for wireless spectrum management. In vehicular communications, OFDM is usually used. The detection of dynamically allocated signals is a problem for a receiver with DSA technique. The automatic modulation classifier can recognize and demodulate the dynamically allocated signals in the OFDM system. We design a layered modulation classifier based on high-order statistics to classify the unknown modulated signal. The aim of the classifier is to defeat the unknown channel effect. We show the classification algorithm of signal detection in multipath environments, and discuss the performance of simulation results.
Keywords :
fading channels; higher order statistics; modulation; multipath channels; signal classification; signal detection; OFDM; automatic modulation classification technique; automatic modulation classifier; dynamic spectrum access; dynamically allocated signals; high-order statistics; layered modulation classifier; multipath environments; multipath fading channels; signal detection; unknown channel effect; unknown modulated signal; vehicular communications; wireless spectrum management; Channel estimation; Classification algorithms; Decision trees; Fading; Modulation; Multipath channels; Signal to noise ratio; FB-AMC; blind channel estimation; decision tree;
Conference_Titel :
ITS Telecommunications (ITST), 2011 11th International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-61284-668-2
DOI :
10.1109/ITST.2011.6060143