An EM Approach for Cooperative Spectrum Sensing in Multiantenna CR Networks

@article{Assra2016AnEA,
  title={An EM Approach for Cooperative Spectrum Sensing in Multiantenna CR Networks},
  author={Ayman Assra and Jiaxin Yang and Beno{\^i}t Champagne},
  journal={IEEE Transactions on Vehicular Technology},
  year={2016},
  volume={65},
  pages={1229-1243}
}
In this paper, a cooperative wideband spectrum sensing scheme based on the expectation-maximization (EM) algorithm is proposed for the detection of a primary user (PU) system in multiantenna cognitive radio (CR) networks. Given noisy signal observations from N secondary users (SUs) over multiple subbands at a fusion center (FC), prior works on cooperative spectrum sensing often use the set of received subband energy as decision statistics over the sensing interval. However, to achieve… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 49 references

Multiple antenna spectrum sensing in cognitive radios

IEEE Transactions on Wireless Communications • 2010
View 7 Excerpts
Highly Influenced

EM-based joint estimation and detection for multiple antenna cognitive radios

2012 IEEE International Conference on Communications (ICC) • 2012
View 1 Excerpt

Similar Papers

Loading similar papers…