DocumentCode :
1713486
Title :
An improved spectrum sensing method based on multitaper-singular value decomposition in Cognitive radio
Author :
Qianqian, Wu ; Chunxiu, Xu ; Muqing, Wu ; Hu, Gao
Author_Institution :
Broadband Commun. Network Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Volume :
1
fYear :
2010
Abstract :
In order to improve the spectrum hole detection in Cognitive radio (CR), Multitaper Method with Singular Value Decomposition (MTM-SVD) has been proposed. However, how to decide the coefficient in the spatiotemporal complex matrix constructed by MTM-SVD is still under discussion. In this paper, a new scheme, employing array signal processing, for coefficient determination is introduced. Since the sensor used in spectrum sensing is attached with antenna array, the directions of the interference sources can be computed by Multiple Signal Classification (MUSIC) algorithm. By using multiple sensors, the position of the interference source can be estimated. Moreover, the coefficient in MTM-SVD is related to the distance between the sensor and the interference source. Therefore, a more proper value of the coefficient will be given and the interference temperature will be estimated more accurately. Simulation results show that, the proposed method has a better performance for spectrum hole detection than the conventional method.
Keywords :
antenna arrays; array signal processing; cognitive radio; signal classification; singular value decomposition; antenna array; array signal processing; cognitive radio; interference source; interference temperature; multiple signal classification; multitaper-singular value decomposition; spectrum hole detection; spectrum sensing method; Arrays; Chromium; Cognitive radio; Interference; Multiple signal classification; Sensors; Signal processing; cognitive radio; interference temperature; multiple signal classification; multitaper method with singular value decomposion; spectrum sensing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
Type :
conf
DOI :
10.1109/ICSPS.2010.5555453
Filename :
5555453
Link To Document :
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