Title :
Detection of primary user´s signal in cognitive radio networks: Angle of Arrival based approach
Author :
Yanxiao Zhao ; Jun Huang ; Wei Wang ; Zaman, Rafida
Author_Institution :
Dept. of Electr. & Comput. Eng., South Dakota Sch. of Mines & Technol., Rapid City, SD, USA
Abstract :
Spectrum sensing is an essential process in cognitive radio networks. The majority of existing sensing approaches aim to detect the existence of a signal on a busy channel without differentiating whether a signal originates from a primary user or not. In this paper, we address this issue and propose to employ an Angle of Arrival (AoA) based sensing approach to effectively distinct a primary user´s signal from a secondary user´ signal. Multiple Signal Classification (MUSIC), a classical AoA algorithm, is selected due to easy implementation and high resolution. Unlike the previous works on AoA based sensing, we thoroughly investigate its sensing performance based on a practical model which captures typical characteristics in cognitive radio networks. Two performance metrics named false alarm probability and miss detection probability are theoretically analyzed. Closed-form analytical expressions are derived for both metrics. Extensive simulations are carried out under various scenarios to evaluate AoA based sensing approach.
Keywords :
cognitive radio; direction-of-arrival estimation; probability; radio spectrum management; signal classification; signal detection; AoA sensing approach; MUSIC; angle of arrival sensing approach; cognitive radio networks; false alarm probability; miss detection probability; multiple signal classification; primary user signal; signal detection; spectrum sensing; Antennas; Multiple signal classification; Receivers; Sensors; Signal processing algorithms; Signal resolution; Vectors; : cognitive radio networks; AoA; MUSIC; false alarm and miss detection probability; spectrum sensing;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GLOCOM.2014.7037275