Space-Frequency-Interpolated Radio Map
نویسندگان
چکیده
This paper presents a novel method for radio map construction that simultaneously interpolates the received signal power values over space and frequency domains. Radio maps can be used to improve spectrum management localization systems, which are related wireless systems in general such as cellular Internet of Things (IoT) networks, vehicular communications. Researchers have shown crowdsourcing using spatial interpolation techniques accurately construct these applications; however, because limitation domain, conventional methods build only those frequencies at sensing performed. Our proposed focuses on fact shadowing show strong correlation wide range The main idea is treat obtained various ones target frequency. Using actual datasets 870, 2115, 3500 MHz system, we generate map, even if no (or few) available
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ژورنال
عنوان ژورنال: IEEE Transactions on Vehicular Technology
سال: 2021
ISSN: ['0018-9545', '1939-9359']
DOI: https://doi.org/10.1109/tvt.2021.3049894