Optimization in distributed cooperative spectrum sensing for cognitive radio

In this paper, we consider optimizing cooperative spectrum sensing in cognitive radio scenario, where two secondary users (SU) collaborate with each other via relaying scheme. Instead of directly assuming amplify-and-forward (AF) or decode-and-forward (DF) at each SU, the signal processing function is optimized via functional analysis considering both the average and the peak power constraints. We find that the optimal function acts like AF in low signal-to-noise ratio (SNR) region, while it behaves like DF in high SNR region. Furthermore, a novel estimate-and-forward (EF) processing function is proposed. Simulation results show that the proposed protocols achieve superior performance over existing protocols.

[1]  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..

[2]  Geoffrey Ye Li,et al.  Cooperative Spectrum Sensing in Cognitive Radio, Part I: Two User Networks , 2007, IEEE Transactions on Wireless Communications.

[3]  Joseph Mitola,et al.  Cognitive radio: making software radios more personal , 1999, IEEE Wirel. Commun..

[4]  Anant Sahai,et al.  Some Fundamental Limits on Cognitive Radio , 2004 .

[5]  Feifei Gao,et al.  Improved Cooperative Spectrum Sensing in Cognitive Radio , 2008, VTC Spring 2008 - IEEE Vehicular Technology Conference.

[6]  Geoffrey Ye Li,et al.  Cooperative Spectrum Sensing in Cognitive Radio, Part II: Multiuser Networks , 2007, IEEE Transactions on Wireless Communications.

[7]  John G. Proakis,et al.  Digital Communications , 1983 .

[8]  Tracey Ho,et al.  Memoryless relay strategies for two-way relay channels , 2009, IEEE Transactions on Communications.

[9]  Georgios B. Giannakis,et al.  A Wavelet Approach to Wideband Spectrum Sensing for Cognitive Radios , 2006, 2006 1st International Conference on Cognitive Radio Oriented Wireless Networks and Communications.

[10]  C. Cordeiro,et al.  Spectrum agile radios: utilization and sensing architectures , 2005, First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2005. DySPAN 2005..

[11]  Jörg Kliewer,et al.  Memoryless Relay Strategies for Two-Way Relay Channels: Performance Analysis and Optimization , 2008, 2008 IEEE International Conference on Communications.