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researcher

S. Panchenko

2 papers hereh-index 438 citations12 works total

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  • eess.SP2

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most citedMachine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems

2 citations · 2 across the 2 of their papers we have counts for

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2 papers

eess.SP2021★ 2 cited

Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems

Evgeny Bobrov, Sergey Troshin, Nadezhda Chirkova +4

Channel decoding, channel detection, channel assessment, and resource management for wireless multiple-input multiple-output (MIMO) systems are all examples of problems where machi…

eess.SP2021

Variational Autoencoders for Precoding Matrices with High Spectral Efficiency

Evgeny Bobrov, Alexander Markov, Sviatoslav Panchenko +1

Neural networks are used for channel decoding, channel detection, channel evaluation, and resource management in multi-input and multi-output (MIMO) wireless communication systems.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.