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Research Interests

Papers共 31 篇Author StatisticsCo-AuthorSimilar Experts

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On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems
Jonathan A. Soares,Kayol S. Mayer,Dalton S. Arantes
2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)pp.530-536, (2024)
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Online ML-based Joint Channel Estimation and MIMO Decoding for Dynamic Channels
Luiz Fernando Moreira Teixeira, Vinicius Henrique Luiz,Jonathan Aguiar Soares,Kayol Soares Mayer,Dalton Soares Arantes
Anais do XLII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (2024)
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Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths
Kayol Soares Mayer,Jonathan Aguiar Soares, Marcos P. A. Dal Maso,Christian Esteve Rothenberg,Dalton Soares Arantes,Darli A. A. Mello
2024 Optical Fiber Communications Conference and Exhibition (OFC)pp.1-3, (2024)
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DNN-based QoT Estimation Using Topological Inputs and Training with Synthetic-Physical Data
Kayol S. Mayer, Luan C. M. dos Santos,Rossano P. Pinto, Marcos P. A. Dal Maso,Christian E. Rothenberg,Dalton S. Arantes,Darli A. A. Mello
2023 IEEE PHOTONICS CONFERENCE, IPCpp.1-2, (2023)
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CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
Heitor dos Santos Sousa,Jonathan Aguiar Soares,Kayol Soares Mayer,Dalton Soares Arantes
Anais do XLI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (2023)
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Author Statistics

#Papers: 31

#Citation: 96

H-Index: 5

G-Index: 9

Sociability: 3

Diversity: 2

Activity: 11

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