Title :
Robust Multiuser Automatic Modulation Classifier for Multipath Fading Channels
Author :
Ramkumar, Barathram ; Bose, Tamal ; Radenkovic, Miloje S.
Author_Institution :
Bradley Dept. of Electr. & Comput. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
Automatic Modulation Classifier (AMC) is an important component of a Cognitive Radio (CR) architecture that helps in better utilization of the spectrum. AMC in literature is mostly developed for classifying the signal transmitted by a single user. Multiuser AMC, as the name suggests, simultaneously classifies signals transmitted by multiple users. In this paper we propose a fourth order cumulant based multiuser AMC that can perform well even in a multipath fading environment. A recursive blind multiuser channel estimation algorithm, which forms an integral part of the multiuser AMC, is also proposed. Simulation results are provided to illustrate the promising results yielded by the proposed algorithm.
Keywords :
channel estimation; cognitive radio; fading channels; multiuser channels; recursive estimation; cognitive radio; multipath fading channels; recursive blind multiuser channel estimation algorithm; robust multiuser automatic modulation classifier; Chromium; Cognitive radio; Fading; Frequency; Multipath channels; Multiuser channels; Receiving antennas; Robustness; Signal processing; Signal processing algorithms;
Conference_Titel :
New Frontiers in Dynamic Spectrum, 2010 IEEE Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5189-0
Electronic_ISBN :
978-1-4244-5188-3
DOI :
10.1109/DYSPAN.2010.5457870