Vladislav Prosvirov
- Expert:HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE) / Laboratory of the Internet of Things and Cyber-physical Systems
- Research Assistant, Postgraduate Student:HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE) / School of Electronic Engineering
- Vladislav Prosvirov has been at HSE University since 2023.
Postgraduate Studies
3rd year of study
Approved topic of thesis: Development of a method for improving the perfomance of ray tracing for modeling radio channels in 5G/6G network using machine learning
Academic Supervisor: Koucheryavy, Evgeny
Publications6
- Article Prosvirov V., Ali A., Khakimov A., Koucheryavy E. Spatio-Temporal Coherence of mmWave/THz Channel Characteristics and Their Forecasting Using Video Frame Prediction Techniques // Mathematics. 2023. P. 1-18. doi
- Chapter Просвиров В. А., Али А., Мокров Е. В. Методы и программное обеспечение трассировки лучей для миллиметровых и терагерцовых систем связи 5G/6G // В кн.: Информационно-телекоммуникационные технологии и математическое моделирование высокотехнологичных систем: материалы Всероссийской конференции с международным участием, Москва, РУДН, 17–21 апреля 2023 г. М. : Российский университет дружбы народов, 2023. С. 277-282.
- Chapter Prosvirov V., Khayrov E., Mokrov E. A Model for 5G Millimeter Wave Service Rate Abstraction, in: Distributed Computer and Communication Networks: 25th International Conference, DCCN 2022, Moscow, Russia, September 26–29, 2022, Revised Selected Papers. (CCIS, volume 1748) Vol. 1748: 25th International Conference, DCCN 2022, Moscow, Russia, September 26–29, 2022, Revised Selected Papers. Springer, 2022. doi P. 171-182. doi
- Chapter E. M. Khayrov, V. A. Prosvirov, Platonova A. Traffic Arrival Model for Millimeter Wave 5G NR Systems, in: Distributed Computer and Communication Networks: Control, Computation, Communications: 25th International Conference, DCCN 2022, Moscow, Russia, September 26–29, 2022, Revised Selected Papers. Switzerland : Springer, 2022. doi Ch. 13. P. 161-175. doi
- Chapter Гайдамака А. А., Просвиров В. А. Применение стандартов мсэ-т к слайсингу сети с использованием машинного обучения в системах 5g // В кн.: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В. Арменского. Материалы конференции / Под общ. ред.: Е. А. Крук, С. А. Аксенов, Г. Г. Бондаренко, Л. С. Восков, А. А. Елизаров, Ф. И. Иванов, А. Б. Лось, Н. С. Титкова. М. : МИЭМ НИУ ВШЭ, 2022.
- Chapter Prosvirov V., Khalina V., Lisovskaya E., Gaidamaka Y., Pokorny J., Hosek J., Samouylov K. Simulation-Based Analysis of Mobility Models for Wireless UAV-to-X Networks, in: Distributed Computer and Communication Networks/ 23rd International Conference, DCCN 2020, Moscow, Russia, September 14–18, 2020, Revised Selected Papers Vol. 12563. Springer, 2020. doi P. 14-27. doi
HSE Scientists Leverage AI to Accelerate Advancement of 5G and 6G Wireless Communication Systems
The HSE Artificial Intelligence Centre has developed software for modelling radio channels in 5G and 6G wireless networks, based on ray tracing and machine learning techniques. Their software solutions enable modelling radio wave propagation between transmitters and receivers and can convert ray tracing data into a frame sequence format, configure and train neural networks based on this data, and subsequently save the trained models.