Distributed Spectrum Sensing for Cognitive Radio Networks Based on the Sphericity Test
Peter J Smith, Rajitha Senanayake, Pawel A Dmochowski, Jamie S Evans
IEEE TRANSACTIONS ON COMMUNICATIONS | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | Published : 2019
We consider spectrum sensing in a cognitive radio network with arbitrary numbers of primary and secondary users. Based on the sphericity test, we first analyze the centralized spectrum sensing where all the data available at the secondary users are combined for the signal detection of primary users. We derive accurate approximations for the false alarm and detection probabilities that are also compared against the approximations already available in the literature. Next, we analyze the distributed spectrum sensing where only partial data from each secondary user are used in the signal detection of primary users. Two novel techniques, namely, the multisample sphericity test and metaanalysis, ..View full abstract
Related Projects (2)
Awarded by Australian Research Council (ARC) through the Discovery Early Career Researcher Award (DECRA)
Awarded by Australian Research Council (ARC) through the Discovery Project (DP)
This work is supported in part by the Australian Research Council (ARC) through the Discovery Early Career Researcher Award (DECRA) DE180100501 and the Discovery Project (DP) DP140101050.