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This paper proposes an adaptive compressed spectrum sensing (CSS) algorithm to detect the spectral holes in wideband cognitive radio (CR) system without the a priori information on the sparsity of received signal. Utilizing Johnson–Lindenstrauss lemma and cross validation, it is proved that the recovery error of wideband analog signal can be estimated by the recovery error of testing measurements...
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