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The problem of detecting the failure of compressed spectrum sensing in wideband cognitive radio is considered. When the primary users occupy most sub-channels, the compressed spectrum reconstruction will fail owing to the non-sparsity of the spectrum. A Gaussian process (GP) framework is proposed to model the compressed spectrum reconstruction and exploit the correlation of model parameters to detect...
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