On the Effect of Coverage Range Extent on Next-Cell Prediction Error for Vehicular Mobility in 5G/6G Networks: A Novel Theoretic Model
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F25%3A10257612" target="_blank" >RIV/61989100:27240/25:10257612 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/10679616" target="_blank" >https://ieeexplore.ieee.org/document/10679616</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TVT.2024.3453450" target="_blank" >10.1109/TVT.2024.3453450</a>
Alternative languages
Result language
angličtina
Original language name
On the Effect of Coverage Range Extent on Next-Cell Prediction Error for Vehicular Mobility in 5G/6G Networks: A Novel Theoretic Model
Original language description
Over the last decade, 5G and forthcoming 6G architectures have undergone extensive standardization and preparations for the future. The literature in this field is saturated with studies on predicting mobile trajectories in cellular systems and guaranteeing quality of service and an adequate user experience in these environments. The current study aims to bridge mobility prediction and 5G/6G predictive approaches and demonstrate that the intrinsic paradigm of femto-cell and nano-cell deployment (based on very small radio coverage radii) for 5G provides the means to obtain more accurate time series data on user mobility and thus enable predictive models (e.g., machine learning) as suitable technologies for integration with 6G standards. This field is therefore an important avenue of research.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20203 - Telecommunications
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Vehicular Technology
ISSN
0018-9545
e-ISSN
1939-9359
Volume of the periodical
74
Issue of the periodical within the volume
1
Country of publishing house
US - UNITED STATES
Number of pages
15
Pages from-to
1489-1503
UT code for WoS article
001397799600027
EID of the result in the Scopus database
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