Title :
Optimal sensing-deception strategy with fading in cognitive radio networks
Author :
Peng, Qihang ; Hu, Dingyong ; Peng, Qicong ; Cosman, Pamela C. ; Milstein, Laurence B.
Author_Institution :
Sch. of Commun. & Inf. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The optimal sensing-deception strategy by a power-limited intelligent adversary of a cognitive radio network is analyzed in this paper. The average number of false detections of the secondary users is maximized when the adversary employs noise spoofing signals, and each such signal experiences multipath-induced fading. The global optimal solution to what turns out to be a nonlinear, non-convex optimization is obtained through a two-step transformation. Numerical results show that, under i.i.d. Rayleigh fading, the optimal sensing-deception strategy for the adversary corresponds to equal-power, partial-band spoofing.
Keywords :
cognitive radio; fading channels; radio spectrum management; signal detection; Rayleigh fading; cognitive radio networks; false detections; global optimal solution; noise spoofing signals; nonconvex optimization; nonlinear optimization; optimal sensing-deception strategy; partial-band spoofing; power-limited intelligent adversary; secondary users; signal experiences multipath-induced fading; two-step transformation; Lead; Sensors;
Conference_Titel :
Computational Problem-Solving (ICCP), 2012 International Conference on
Conference_Location :
Leshan
Print_ISBN :
978-1-4673-1696-5
Electronic_ISBN :
978-1-4673-1695-8
DOI :
10.1109/ICCPS.2012.6384233