Gradient Boosting Algorithms Application for Beamsteering in V2X Systems

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Universal learning approach of an intelligent algorithm for Non-GNSS assisted beamsteering in V2I systems

E Lopukhova, A Abdulnagimov, G Voronkov… - Information, 2023 - mdpi.com
In intelligent transportation systems, an important task is to provide a highly efficient
communication channel between vehicles and other infrastructure objects that meets energy …
被引用次数：8 相关文章 所有 3 个版本

Applying Decision Forest for Improving the Adaptation of the ML Algorithm for Beamsteering to Traffic Dynamics in V2I Systems

EA Lopukhova, EV Kuznetsova… - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
The paper presents the simulation model and signal propagation environment to generate
synthetic data and test trained intelligent algorithms for an intelligent beamsteering unit. This …
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Evaluation of Group Signal Transformation Efficiency for Earth Remote Sensing Systems

VV Ivanov, IO Abdreev, EA Lopukhova… - 2023 IX International …, 2023 - ieeexplore.ieee.org
In energy-deficient systems, such as satellite systems for remote sensing, the issue of
reducing power consumption is especially relevant. The group signal transformation has …
相关文章 所有 2 个版本

АНТЕННОЕ УСТРОЙСТВО С УПРАВЛЯЕМОЙ ДИАГРАММОЙ НАПРАВЛЕННОСТИ ДЛЯ СИСТЕМ V2X

ТЭ САЙФУЛЛИН, ЕП ГРАХОВА - Мавлютовские чтения, 2022 - elibrary.ru
АНТЕННОЕ УСТРОЙСТВО С УПРАВЛЯЕМОЙ ДИАГРАММОЙ НАПРАВЛЕННОСТИ ДЛЯ
СИСТЕМ V2X КОРЗИНА ПОИСК НАВИГАТОР ЖУРНАЛЫ КНИГИ ПАТЕНТЫ ПОИСК …
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[引用][C] АЛГОРИТМ ДООБУЧЕНИЯ ДЛЯ СИСТЕМЫ УПРАВЛЕНИЯ ЛУЧОМ ДИАГРАММЫ НАПРАВЛЕННОСТИ В V2I

ЕА Лопухова, ГС Воронков, ЕП Грахова - Проблемы техники и …, 2023 - elibrary.ru
This paper presents the concept of an algorithm for the Beamsteering intelligent system in
V2I for its adaptation to the differences between the simulated and real environment.
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