Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio
Based on the combination of time domain averaging and correlation, we propose an effective time domain averaging and correlation-based spectrum sensing (TDA-C-SS) method used in very low signal-to-noise ratio (SNR) environments. With the assumption that the received signals from the primary users ar...
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sg-ntu-dr.10356-1039092020-03-07T14:00:33Z Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio Li, Shenghong Bi, Guoan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Based on the combination of time domain averaging and correlation, we propose an effective time domain averaging and correlation-based spectrum sensing (TDA-C-SS) method used in very low signal-to-noise ratio (SNR) environments. With the assumption that the received signals from the primary users are deterministic, the proposed TDA-C-SS method processes the received samples by a time averaging operation to improve the SNR. Correlation operation is then performed with a correlation matrix to determine the existence of the primary signal in the received samples. The TDA-C-SS method does not need any prior information on the received samples and the associated noise power to achieve improved sensing performance. Simulation results are presented to show the effectiveness of the proposed TDA-C-SS method. Published version 2014-07-03T03:33:25Z 2019-12-06T21:22:52Z 2014-07-03T03:33:25Z 2019-12-06T21:22:52Z 2014 2014 Journal Article Li, S., & Bi, G. (2014). Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio. EURASIP Journal on Advances in Signal Processing, 2014(1), 46-. 1687-6180 https://hdl.handle.net/10356/103909 http://hdl.handle.net/10220/20038 10.1186/1687-6180-2014-46 en EURASIP journal on advances in signal processing © 2014 Li and Bi; licensee Springer. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. application/pdf |
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DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Li, Shenghong Bi, Guoan Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
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Based on the combination of time domain averaging and correlation, we propose an effective time domain averaging and correlation-based spectrum sensing (TDA-C-SS) method used in very low signal-to-noise ratio (SNR) environments. With the assumption that the received signals from the primary users are deterministic, the proposed TDA-C-SS method processes the received samples by a time averaging operation to improve the SNR. Correlation operation is then performed with a correlation matrix to determine the existence of the primary signal in the received samples. The TDA-C-SS method does not need any prior information on the received samples and the associated noise power to achieve improved sensing performance. Simulation results are presented to show the effectiveness of the proposed TDA-C-SS method. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Li, Shenghong Bi, Guoan |
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Article |
author |
Li, Shenghong Bi, Guoan |
author_sort |
Li, Shenghong |
title |
Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
title_short |
Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
title_full |
Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
title_fullStr |
Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
title_full_unstemmed |
Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
title_sort |
time domain averaging and correlation-based improved spectrum sensing method for cognitive radio |
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2014 |
url |
https://hdl.handle.net/10356/103909 http://hdl.handle.net/10220/20038 |
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1681044672121667584 |