2021
DOI: 10.3390/app11072910
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Spectrum Awareness for Cognitive Radios Supported by Radio Environment Maps: Zonal Approach

Abstract: In this paper, we present the concept of the Radio Environment Map (REM) designed to ensure electromagnetic situational awareness of cognitive radio networks. The map construction techniques based on spatial statistics are presented. The results of field tests done for Ultra High Frequency (UHF) range with different numbers of sensors are shown. Exemplary maps with selected interpolation techniques are presented. Control points where the signal from licensed users is correctly estimated are identified. Finally… Show more

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Cited by 14 publications
(6 citation statements)
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“…The proposed solution gives considerable accuracy in estimating the average mutual information with reduced complexity, which may facilitate the practical application of mutual information. In [29], empirical results of a REM design using interpolating methods are presented. The presented experimentally measured data and their interpretation are important in the context of RF source localization.…”
Section: The Present Issuementioning
confidence: 99%
“…The proposed solution gives considerable accuracy in estimating the average mutual information with reduced complexity, which may facilitate the practical application of mutual information. In [29], empirical results of a REM design using interpolating methods are presented. The presented experimentally measured data and their interpretation are important in the context of RF source localization.…”
Section: The Present Issuementioning
confidence: 99%
“…The REM introduces environmental awareness that is more difficult to achieve by the individual capabilities of individual network nodes. Therefore, the REM enables network nodes to be transformed into smart ones [22,23]. REM facilitates the adaptation of the radio network to a new environment.…”
Section: Radio Environment Mapsmentioning
confidence: 99%
“…This activity often has a local character, and therefore the principle of Radio Environment Mapping (REM) aims to provide electromagnetic situational awareness for CR networks. The methods for creating maps based on spatial statistics with various sensor counts are discussed in [41].…”
Section: Radio Environment Awareness For Dynamic Spectrum Accessmentioning
confidence: 99%