A New Method to Detect Primary User Emulation Attacks in Cognitive Radio Networks

Cognitive radio (CR) can improve the utilization of the spectrum by making use of licensed spectrum in an opportunistic manner. However, the security aspects of cognitive radio networks have garnered little attention. In this paper, we identify a threat to cognitive radio networks, which we call the primary user emulation (PUE) attack. To counter this threat, we proposed a new method to detect the PUE attacks which not only discuss in two kinds of situation which the primary user is stationary or mobile, but also use the Kalman filter algorithm to process the received mobile source’s signal strength (RSS) value. And then, we apply with the BP neural network training and testing to complete the detection of PUE attacks. Simulations results show the goodness of the proposed method. KeywordsCognitive radio; PUE attacks; received signal strength (RSS); Kalman filter algorithm; BP neural network

[1]  Fan Lei Application of Improved BP Neural Network Based on Matlab , 2005 .

[2]  Miguel Soriano,et al.  Securing cognitive radio networks , 2010 .

[3]  Ian F. Akyildiz,et al.  NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey , 2006, Comput. Networks.

[4]  Jeffrey H. Reed,et al.  Defense against Primary User Emulation Attacks in Cognitive Radio Networks , 2008, IEEE Journal on Selected Areas in Communications.

[5]  Zhou Jian-li The convergence and improvements of BP neural network , 2005 .

[6]  Weichao Wang,et al.  Detecting Primary User Emulation Attacks in Cognitive Radio Networks via Physical Layer Network Coding , 2013, J. Ubiquitous Syst. Pervasive Networks.

[7]  Jung-Min Park,et al.  Ensuring Trustworthy Spectrum Sensing in Cognitive Radio Networks , 2006, 2006 1st IEEE Workshop on Networking Technologies for Software Defined Radio Networks.

[8]  Carlos A. Pomalaza-Raez,et al.  Modeling primary user emulation attacks and defenses in cognitive radio networks , 2009, 2009 IEEE 28th International Performance Computing and Communications Conference.

[9]  Yang Zhen Scheme for Primary User Emulation in Cognitive Radio Networks , 2009 .

[10]  Netser Moriyah Primer for Kalman filtering : a physicist's perspective , 2011 .

[11]  Zhou Xianwei A new method for recognizing the primary user in cognitive radio , 2009 .

[12]  Yuan Shi,et al.  Detecting Primary User Emulation Attack in Cognitive Radio Networks , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[13]  Sai Shankar Nandagopalan,et al.  IEEE 802.22: An Introduction to the First Wireless Standard based on Cognitive Radios , 2006, J. Commun..

[14]  Juan Hernández-Serrano,et al.  Cooperative detection of primary user emulation attacks in CRNs , 2012, Comput. Networks.