期刊
IEEE SIGNAL PROCESSING LETTERS
卷 24, 期 7, 页码 1088-1092出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LSP.2017.2710883
关键词
Empirical mode decomposition (EMD); intrinsic mode functions (IMFs); noise power estimation; semiblind detectors; spectrum sensing
资金
- National Science Foundation [1336824]
- Directorate For Engineering
- Div Of Chem, Bioeng, Env, & Transp Sys [1336824] Funding Source: National Science Foundation
In this letter, an algorithm is proposed to blindly estimate the noise power embedded in a received signal and use the knowledge of the noise power to upgrade semiblind spectrum sensors to blind sensors. The proposed noise estimator is based on a relationship between the noise power of a received signal and the power of the first mode of the empirical mode decomposition algorithm. Simulations and results demonstrate an enhancement of the detectors performance in contrast with their conventional semiblind versions.
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