Improved decision for a resource-efficient fusion scheme in cooperative spectrum sensing

Guimarães, Dayan Adionel; Aquino, Guilherme Pedro; Cattaneo, Marco E. G. V.

Abstract

Paper presented at at 2015 International Workshop on Telecommunications (IWT), 14th to 17th of June, Santa Rita do Sapucai, Brazil. Abstract Recently, a novel decision fusion scheme for cooperative spectrum sensing was proposed, aiming at saving resources in the reporting channel transmissions. Secondary users are allowed to report their local decisions through the symbols of binary modulations, at the same time and with the same carrier frequencies. As a consequence, the transmitted symbols add incoherently at the fusion center, forming a larger set of symbols in which a subset is associated to the presence of the primary signal, and another subset is associated to the absence of such a signal. A Bayesian decision criterion with uniform prior was applied for discriminating these subsets. In this paper we propose a modified decision rule in which the target probabilities of detection and false alarm are taken into account to produce a large performance improvement over the original decision criterion. This improvement comes with practically no cost in complexity and does not demand the knowledge of any additional information when compared to the original rule.

Citation

Guimarães, D. A., Aquino, G. P., & Cattaneo, M. E. G. V. (2015). Improved decision for a resource-efficient fusion scheme in cooperative spectrum sensing. . https://doi.org/10.1109/IWT.2015.7224556

• Conference Name: IWT 2015 - 2015 International Workshop on Telecommunications
• Start Date: Jun 14, 2015
• End Date: Jun 17, 2015
• Online Publication Date: Aug 27, 2015
• Publication Date: Aug 25, 2015
• Deposit Date: Jul 1, 2016
• Publicly Available Date: Jul 1, 2016
• Journal: IWT 2015
• Peer Reviewed: Not Peer Reviewed
• ISBN: 9781467376228
• DOI: https://doi.org/10.1109/IWT.2015.7224556
• Keywords: Cooperative spectrum sensing
• Public URL: https://hull-repository.worktribe.com/output/440526
• Publisher URL: https://ieeexplore.ieee.org/document/7224556/