Bayesian Approach to Spectrum Sensing for Cognitive Radio Applications

Gokceoglu, Ahmet and Piche, Robert and Valkama, Mikko (2012) Bayesian Approach to Spectrum Sensing for Cognitive Radio Applications. In: 7th International Conference on Cognitive Radio Oriented Wireless Networks.

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Abstract

In this paper, we address the spectrum sensing task of cognitive radio from Bayesian detection (BD) perspective. We first show that BD essentially simplifies to classical energy detection (ED) under Gaussian signal assumption but the threshold setting has more degrees of freedom to optimize the sens

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 09:42
Last Modified: 18 Apr 2026 00:37
URI: http://eprints.eai.eu/id/eprint/7864

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