Title :
A novel algorithm for cooperative distributed sequential spectrum sensing in Cognitive Radio
Author :
Sreedharan, Jithin K. ; Sharma, Vinod
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
This paper considers cooperative spectrum sensing in Cognitive Radios. In our previous work we have developed DualSPRT, a distributed algorithm for cooperative spectrum sensing using Sequential Probability Ratio Test (SPRT) at the Cognitive Radios as well as at the fusion center. This algorithm works well, but is not optimal. In this paper we propose an improved algorithm- SPRT-CSPRT, which is motivated from Cumulative Sum Procedures (CUSUM). We analyse it theoretically. We also modify this algorithm to handle uncertainties in SNR´s and fading.
Keywords :
cognitive radio; cooperative communication; probability; CUSUM; DualSPRT; SPRT-CSPRT; cognitive radio; cooperative distributed sequential spectrum sensing; cumulative sum procedures; distributed algorithm; fusion center; sequential probability ratio test; Algorithm design and analysis; Cognitive radio; Detectors; Fading; Noise; Testing; Cognitive Radio; Cooperative Distributed Algorithm; SPRT; Spectrum Sensing;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2011 IEEE
Conference_Location :
Cancun, Quintana Roo
Print_ISBN :
978-1-61284-255-4
DOI :
10.1109/WCNC.2011.5779420