PhotoAgeClock: deep learning algorithms for development of non-invasive visual biomarkers of aging E Bobrov, A Georgievskaya, K Kiselev, A Sevastopolsky, A Zhavoronkov, ... Aging (Albany NY) 10 (11), 3249, 2018 | 104 | 2018 |
Massive MIMO adaptive modulation and coding using online deep learning algorithm E Bobrov, D Kropotov, H Lu, D Zaev IEEE Communications Letters 26 (4), 818-822, 2021 | 35 | 2021 |
Power allocation algorithms for massive MIMO systems with multi-antenna users E Bobrov, B Chinyaev, V Kuznetsov, D Minenkov, D Yudakov Wireless Networks 29 (8), 3747-3768, 2023 | 8 | 2023 |
Adaptive regularized zero-forcing beamforming in massive MIMO with multi-antenna users E Bobrov, B Chinyaev, V Kuznetsov, H Lu, D Minenkov, S Troshin, ... arXiv preprint arXiv:2107.00853, 2021 | 7 | 2021 |
Machine learning methods for spectral efficiency prediction in massive mimo systems E Bobrov, S Troshin, N Chirkova, E Lobacheva, S Panchenko, D Vetrov, ... arXiv preprint arXiv:2112.14423, 2021 | 4 | 2021 |
Variational autoencoders for studying the manifold of precoding matrices with high spectral efficiency E Bobrov, A Markov, D Vetrov arXiv preprint arXiv:2111.15626, 2021 | 3* | 2021 |
On Probability Shaping for 5G MIMO Wireless Channel with Realistic LDPC Codes E Bobrov, A Dordzhiev International Conference on Mathematical Optimization Theory and Operations ¡K, 2023 | 2* | 2023 |
Study on precoding optimization algorithms in massive MIMO system with multi-antenna users E Bobrov, D Kropotov, S Troshin, D Zaev Optimization Methods and Software 39 (2), 282-297, 2024 | 1 | 2024 |
On the interference cancellation by reduced channel zero forcing class of precodings in massive MIMO systems D Mineev, E Bobrov, V Kuznetsov Telecommunication Systems 83 (1), 29-40, 2023 | 1 | 2023 |
Massive MIMO Adaptive Modulation and Coding Using Online Deep Learning E Bobrov, D Kropotov, H Lu, D Zaev Authorea Preprints, 2023 | | 2023 |
Mapper Side Geometric Shaping for QAM Constellations in 5G MIMO Wireless Channel with Realistic LDPC Codes D Yudakov, D Kolosov, E Bobrov arXiv preprint arXiv:2303.02605, 2023 | | 2023 |
Deep Learning Algorithm for Maximizing the Spectral Efficiency of Wireless Systems E Bobrov Pattern Recognition and Image Analysis 32 (4), 763-771, 2022 | | 2022 |
An Algorithm Is Described for Predicting the Probability of Success of Signal Transmission in a Wireless Communication System Using Machine Learning EA Bobrov Moscow University Computational Mathematics and Cybernetics 46 (3), 117-124, 2022 | | 2022 |
Machine Learning and Optimization Algorithms in Applied Problems of Wireless Cellular Communications EA Bobrov Moscow University Computational Mathematics and Cybernetics 46 (2), 61-71, 2022 | | 2022 |