Step combination cooperative spectrum sensing algorithm based on autocorrelation matrix

Based on autocorrelation matrix theory of spectrum sensing for cognitive radio (CR). To solve the high cost of cooperative spectrum sensing, this paper proposed a spectrum sensing algorithm by step combination cooperative strategy, with the purpose of keeping balance between accuracy and velocity, the method chooses CR numbers and its users from all CR users randomly. Simulation results show that the method can not only ensure the correctness, but also reduce the extra data overhead result from the cooperative spectrum sensing and shorten the spectrum sensing search time, meanwhile, it is able to ease the burden of central controller and improve the performance of CR system as a whole.

[1]  Amir Ghasemi,et al.  Optimization of Spectrum Sensing for Opportunistic Spectrum Access in Cognitive Radio Networks , 2007, 2007 4th IEEE Consumer Communications and Networking Conference.

[2]  Ying-Chang Liang,et al.  Covariance Based Signal Detections for Cognitive Radio , 2007, 2007 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks.

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

[4]  Yonghong Zeng,et al.  Spectrum-Sensing Algorithms for Cognitive Radio Based on Statistical Covariances , 2008, IEEE Transactions on Vehicular Technology.

[5]  Gokhan Memik,et al.  Energy Detection Using Estimated Noise Variance for Spectrum Sensing in Cognitive Radio Networks , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[6]  Daniel K. C. So,et al.  Quantized cooperative spectrum sensing for Cognitive Radio , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[7]  Pascal Bianchi,et al.  Cooperative spectrum sensing using random matrix theory , 2008, 2008 3rd International Symposium on Wireless Pervasive Computing.

[8]  Shuguang Cui,et al.  Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks , 2008, IEEE Journal of Selected Topics in Signal Processing.

[9]  Anant Sahai,et al.  Cooperative Sensing among Cognitive Radios , 2006, 2006 IEEE International Conference on Communications.

[10]  Jin Hu Quantized Cooperative Spectrum Sensing Using Autocorrelation Matrix , 2010 .

[11]  Yonghong Zeng,et al.  Eigenvalue-based spectrum sensing algorithms for cognitive radio , 2008, IEEE Transactions on Communications.

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

[13]  Venugopal V. Veeravalli,et al.  Cooperative Sensing for Primary Detection in Cognitive Radio , 2008, IEEE Journal of Selected Topics in Signal Processing.