Optimal soft combination for multiple antenna energy detection under primary user emulation attacks

Abstract One of common threats imposed to the cognitive radio (CR) network is primary user emulation attack (PUEA), where some malicious users try to mimic the primary signal and deceive secondary users to prevent them from accessing the vacant frequency. Here, we propose a cooperative spectrum sensing scheme based on energy detection for CR networks in the presence of multiple smart PUEAs with spectrum sensing capability. In particular, we assume that the CR receiver has a number of L antennas and the CR transmitter sends combined information to the fusion center using beamforming with a single antenna. Soft combination of the observed energies from different CR users is investigated. By employing the Neyman–Pearson criterion, an optimal soft combination scheme is designed to maximize the cognitive signal-to-interference-plus-noise ratio (CSINR) for a given false alarm probability. Comparative simulation results validate the superiority of our proposed method in terms of detection accuracy compared to conventional methods.

[1]  Mikael Skoglund,et al.  Combining beamforming and orthogonal space-time block coding , 2002, IEEE Trans. Inf. Theory.

[2]  Seyed Mohammad Sajad Sadough,et al.  Cooperative spectrum sensing for cognitive radio networks in the presence of smart malicious users , 2014 .

[3]  Simon Haykin,et al.  Cognitive radio: brain-empowered wireless communications , 2005, IEEE Journal on Selected Areas in Communications.

[4]  Geoffrey Ye Li,et al.  Soft Combination and Detection for Cooperative Spectrum Sensing in Cognitive Radio Networks , 2008, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[5]  Tung-Sang Ng,et al.  Robust beamforming in cognitive radio , 2010 .

[6]  Yiyang Pei,et al.  Secure communication over MISO cognitive radio channels , 2010, IEEE Transactions on Wireless Communications.

[7]  Masoumeh Nasiri-Kenari,et al.  Multiple antenna spectrum sensing in cognitive radios , 2010, IEEE Transactions on Wireless Communications.

[8]  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.

[9]  S. Anand,et al.  An Analytical Model for Primary User Emulation Attacks in Cognitive Radio Networks , 2008, 2008 3rd IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks.

[10]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[11]  A. Ghasemi,et al.  Collaborative spectrum sensing for opportunistic access in fading environments , 2005, First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2005. DySPAN 2005..

[12]  Paul S. Dwyer,et al.  Multivariate Maxima and Minima with Matrix Derivatives , 1969 .

[13]  Ian F. Akyildiz,et al.  Cooperative spectrum sensing in cognitive radio networks: A survey , 2011, Phys. Commun..

[14]  Khaled Ben Letaief,et al.  Cooperative Communications for Cognitive Radio Networks , 2009, Proceedings of the IEEE.

[15]  Seyed Mohammad Sajad Sadough,et al.  Robust cooperative spectrum sensing in cognitive radio networks under multiple smart primary user emulation attacks , 2014, 2014 22nd Iranian Conference on Electrical Engineering (ICEE).

[16]  Mohamed-Slim Alouini,et al.  On the Energy Detection of Unknown Signals Over Fading Channels , 2007, IEEE Transactions on Communications.

[17]  Pierre Duhamel,et al.  Improved iterative detection and achieved throughputs of OFDM systems under imperfect channel estimation , 2008, IEEE Transactions on Wireless Communications.

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

[19]  Yu-Dong Yao,et al.  Cooperative Spectrum Sensing in Cognitive Radio Networks in the Presence of the Primary User Emulation Attack , 2011, IEEE Transactions on Wireless Communications.

[20]  Seyed Mohammad Sajad Sadough,et al.  On optimal spectrum sensing strategy for cognitive radio systems under primary user emulation attack , 2014, 7'th International Symposium on Telecommunications (IST'2014).

[21]  Santhanakrishnan Anand,et al.  Detecting Primary User Emulation Attacks in Dynamic Spectrum Access Networks , 2009, 2009 IEEE International Conference on Communications.

[22]  Zhu Han,et al.  Defeating Primary User Emulation Attacks Using Belief Propagation in Cognitive Radio Networks , 2012, IEEE Journal on Selected Areas in Communications.