Kayol Soares Mayer, Ph. D.
Researcher at State University of Campinas
Research Expertise
About
Publications
Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry
2020 European Conference on Optical Communications (ECOC) / Dec 01, 2020
Mayer, K. S., Soares, J. A., Pinto, R. P., Rothenberg, C. E., Arantes, D. S., & Mello, D. A. A. (2020, December). Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry. 2020 European Conference on Optical Communications (ECOC). https://doi.org/10.1109/ecoc48923.2020.9333313
Machine-learning-based soft-failure localization with partial software-defined networking telemetry
Journal of Optical Communications and Networking / Jul 14, 2021
Mayer, K. S., Soares, J. A., Pinto, R. P., Rothenberg, C. E., Arantes, D. S., & Mello, D. A. A. (2021). Machine-learning-based soft-failure localization with partial software-defined networking telemetry. Journal of Optical Communications and Networking, 13(10), E122. https://doi.org/10.1364/jocn.424654
Blind Fuzzy Adaptation Step Control for a Concurrent Neural Network Equalizer
Wireless Communications and Mobile Computing / Jan 10, 2019
Mayer, K. S., Oliveira, M. S. D., Müller, C., Castro, F. C. C. D., & Castro, M. C. F. D. (2019). Blind Fuzzy Adaptation Step Control for a Concurrent Neural Network Equalizer. Wireless Communications and Mobile Computing, 2019, 1–11. https://doi.org/10.1155/2019/9082362
Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins
Journal of Lightwave Technology / Jul 15, 2022
Mayer, K. S., Pinto, R. P., Soares, J. A., Arantes, D. S., Rothenberg, C. E., Cavalcante, V., Santos, L. L., Moraes, F. D., & Mello, D. A. A. (2022). Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins. Journal of Lightwave Technology, 40(14), 4514–4520. https://doi.org/10.1109/jlt.2022.3170278
Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels
Sensors / Jan 09, 2020
Soares Mayer, K., Aguiar Soares, J., & Soares Arantes, D. (2020). Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels. Sensors, 20(2), 378. https://doi.org/10.3390/s20020378
Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers
Sensors / Dec 08, 2021
Soares, J. A., Mayer, K. S., de Castro, F. C. C., & Arantes, D. S. (2021). Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers. Sensors, 21(24), 8200. https://doi.org/10.3390/s21248200
Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users
IEEE Wireless Communications Letters / Jul 01, 2022
Mayer, K. S., Muller, C., Soares, J. A., Castro, F. C. C. de, & Arantes, D. S. (2022). Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users. IEEE Wireless Communications Letters, 11(7), 1498–1502. https://doi.org/10.1109/lwc.2022.3177162
A deep neural network model for link failure identification in multi-path ROADM based networks
2020 Photonics North (PN) / May 01, 2020
Shimizu, D. Y., Mayer, K. S., Soares, J. A., & Arantes, D. S. (2020, May). A deep neural network model for link failure identification in multi-path ROADM based networks. 2020 Photonics North (PN). https://doi.org/10.1109/pn50013.2020.9166978
Bandwidth Efficient Gaussian Minimum Frequency-Shift Keying Approach for Software Defined Radio
2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI) / Aug 01, 2018
Galvao, L. C., Muller, C., De Castro, M. C. F., De Castro, Fernando. C. C., & Mayer, K. S. (2018, August). Bandwidth Efficient Gaussian Minimum Frequency-Shift Keying Approach for Software Defined Radio. 2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI). https://doi.org/10.1109/sbcci.2018.8533245
Complex-valued neural networks and applications in telecommunications
Soares Mayer, K. (n.d.). Complex-valued neural networks and applications in telecommunications: Redes neurais sob domínio complexo e aplicações em telecomunicações [Universidade Estadual de Campinas]. https://doi.org/10.47749/t/unicamp.2022.1257727
RosenPy: An Open Source Python Framework for Complex-Valued Neural Networks
SSRN Electronic Journal / Jan 01, 2022
Cruz, A. A., Mayer, K. S., & Arantes, D. S. (2022). RosenPy: An Open Source Python Framework for Complex-Valued Neural Networks. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4252610
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical
Optical Fiber Communication Conference (OFC) 2023 / Jan 01, 2023
Pinto, R. P., Cesila, C. H., Mayer, K. S., Portilla, A. F. E., Arantes, D. S., Mello, D. A. A., & Rothenberg, C. E. (2023). Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical. Optical Fiber Communication Conference (OFC) 2023. https://doi.org/10.1364/ofc.2023.m3z.10
Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry
Optical Fiber Communication Conference (OFC) 2021 / Jan 01, 2021
Pinto, R. P., Mayer, K. S., Soares, J. A., Arantes, D. S., Mello, D. A. A., Cavalcante, V., Santos, L. L., Moraes, F. D., & Rothenberg, C. E. (2021). Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry. Optical Fiber Communication Conference (OFC) 2021. https://doi.org/10.1364/ofc.2021.m2b.5
Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning
IEEE Wireless Communications Letters / Dec 01, 2023
Soares, J. A., Mayer, K. S., & Arantes, D. S. (2023). Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning. IEEE Wireless Communications Letters, 12(12), 2123–2127. https://doi.org/10.1109/lwc.2023.3309479
ASP – Modelo orientado ao negócio para identificação de pontos críticos em redes ópticas
Jan 01, 2023
SOUSA, A. (2023). ASP – Modelo orientado ao negócio para identificação de pontos críticos em redes ópticas. Dialética. https://doi.org/10.48021/978-65-252-7181-1
When Digital Twins Meet Optical Networks Operations
Optical Fiber Communication Conference (OFC) 2023 / Jan 01, 2023
Mello, D. A. A., Mayer, K. S., Escallón-Portilla, A. F., Arantes, D. S., Pinto, R. P., & Rothenberg, C. E. (2023). When Digital Twins Meet Optical Networks Operations. Optical Fiber Communication Conference (OFC) 2023. https://doi.org/10.1364/ofc.2023.w4a.3
Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry
Optical Fiber Communication Conference (OFC) 2023 / Jan 01, 2023
Pinto, R. P., Mayer, K. S., Arantes, D. S., Mello, D. A. A., & Rothenberg, C. E. (2023). Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry. Optical Fiber Communication Conference (OFC) 2023. https://doi.org/10.1364/ofc.2023.m1g.3
Identificação de Processo Não-linear Usando Rede Neural com Método de Treinamento Híbrido Baseado em Filtro de Kalman e Máxima Descida
Anais do 7. Congresso Brasileiro de Redes Neurais / Aug 29, 2016
Coelho, L. dos S., & Villa, L. F. (2016, August 29). Identificação de Processo Não-linear Usando Rede Neural com Método de Treinamento Híbrido Baseado em Filtro de Kalman e Máxima Descida. Anais Do 7. Congresso Brasileiro de Redes Neurais. https://doi.org/10.21528/cbrn2005-013
Avaliação de Desempenho de Algoritmos RSA para Redes Ópticas Elásticas com Tolerância a Falhas em Cenário com Imperfeições de Camada Física
Anais do XVII Workshop de Testes e Tolerância a Falhas (WTF 2016) / May 30, 2016
Lacerda Jr., J., Fontinele, A., Moura, I., & Soares, A. (2016, May 30). Avaliação de Desempenho de Algoritmos RSA para Redes Ópticas Elásticas com Tolerância a Falhas em Cenário com Imperfeições de Camada Física. Anais Do XVII Workshop de Testes e Tolerância a Falhas (WTF 2016). https://doi.org/10.5753/wtf.2016.22872
Redução de perdas em cabos para-raios em linhas de transmissão aérea por aumento da resistência do laço indutivo
Anais do Simpósio Brasileiro de Sistemas Elétricos 2020 / Aug 14, 2020
Severino da Silva, M., & Maurício de Barros Bezerra, J. (2020, August 14). Redução de perdas em cabos para-raios em linhas de transmissão aérea por aumento da resistência do laço indutivo. Anais Do Simpósio Brasileiro de Sistemas Elétricos 2020. https://doi.org/10.48011/sbse.v1i1.2365
Energy Saving Opportunities in Next Generation Networks
European Conference and Exhibition on Optical Communication / Jan 01, 2012
Skubic, B. (2012). Energy Saving Opportunities in Next Generation Networks. European Conference and Exhibition on Optical Communication. https://doi.org/10.1364/eceoc.2012.we.2.g.2
Aesthetic outcome and oncological safety of nipple-sparing mastectomy
Mastology / Mar 01, 2019
Viegas, J. F., Lichtenfels, M., Souza, A. B. A. de, Vollbrecht, B., Neto, F. L., Zerwes, F. P., & Frasson, A. L. (2019). Aesthetic outcome and oncological safety of nipple-sparing mastectomy. Mastology, 29(1), 4–9. https://doi.org/10.29289/2594539420190000418
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
Anais do XLI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais / Jan 01, 2023
Sousa, H. dos S., Soares, J. A., Mayer, K. S., & Arantes, D. (2023). CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix. Anais Do XLI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais. https://doi.org/10.14209/sbrt.2023.1570923809
Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA
2023 IEEE 9th International Conference on Network Softwarization (NetSoft) / Jun 19, 2023
Cesila, C. H., Pinto, R. P., Mayer, K. S., Escallón-Portilla, A. F., Mello, D. A. A., Arantes, D. S., & Rothenberg, C. E. (2023, June 19). Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA. 2023 IEEE 9th International Conference on Network Softwarization (NetSoft). https://doi.org/10.1109/netsoft57336.2023.10175491
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical
2023 Optical Fiber Communications Conference and Exhibition (OFC) / Mar 01, 2023
Pinto, R. P., Cesila, C. H., Mayer, K. S., Portilla, A. F. E., Arantes, D. S., Mello, D. A. A., & Rothenberg, C. E. (2023, March). Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical. 2023 Optical Fiber Communications Conference and Exhibition (OFC). https://doi.org/10.23919/ofc49934.2023.10116370
Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry
2023 Optical Fiber Communications Conference and Exhibition (OFC) / Mar 01, 2023
Pinto, R. P., Mayer, K. S., Arantes, D. S., Mello, D. A. A., & Rothenberg, C. E. (2023, March). Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry. 2023 Optical Fiber Communications Conference and Exhibition (OFC). https://doi.org/10.23919/ofc49934.2023.10116519
When Digital Twins Meet Optical Networks Operations
2023 Optical Fiber Communications Conference and Exhibition (OFC) / Mar 01, 2023
Mello, D. A. A., Mayer, K. S., Escallón-Portilla, A. F., Arantes, D. S., Pinto, R. P., & Rothenberg, C. E. (2023, March). When Digital Twins Meet Optical Networks Operations. 2023 Optical Fiber Communications Conference and Exhibition (OFC). https://doi.org/10.23919/ofc49934.2023.10117208
PCA-based Channel Estimation for MIMO Communications
Anais do XL Simpósio Brasileiro de Telecomunicações e Processamento de Sinais / Jan 01, 2022
Soares, J. A., Mayer, K., Valadares, P., & Arantes, D. (2022). PCA-based Channel Estimation for MIMO Communications. Anais Do XL Simpósio Brasileiro de Telecomunicações e Processamento de Sinais. https://doi.org/10.14209/sbrt.2022.1570825011
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery
Neural Processing Letters / Aug 19, 2022
Müller, C., Mayer, K. S., de Castro, F. C. C., de Castro, M. C. F., Valduga, S. T., & Gomes, N. R. (2022). Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery. Neural Processing Letters, 55(3), 3135–3148. https://doi.org/10.1007/s11063-022-11001-6
Discrete-time ℋ2 and ℋ∞ poly-quadratic filter designs for polytopic LPV systems
International Journal of Systems Science / Mar 17, 2022
de Oliveira, M. S., Mayer, K. S., & Pereira, R. L. (2022). Discrete-time ℋ2 and ℋ∞ poly-quadratic filter designs for polytopic LPV systems. International Journal of Systems Science, 53(10), 2219–2234. https://doi.org/10.1080/00207721.2022.2049394
A Nonlinear Concurrent Butterfly Equalizer
Radioengineering / Jun 16, 2021
Mayer, K. S., Soares, J. A., & Lager, D. S. A. (2021). A Nonlinear Concurrent Butterfly Equalizer. Radioengineering, 30(2), 261–270. https://doi.org/10.13164/re.2021.0261
High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization
2020 Photonics North (PN) / May 01, 2020
Mayer, K. S., Moreira, V. R., Soares, J. A., & Arantes, D. S. (2020, May). High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization. 2020 Photonics North (PN). https://doi.org/10.1109/pn50013.2020.9167008
Nonlinear Modified Concurrent Equalizer
Journal of Communication and Information Systems / Jan 01, 2019
Mayer, K., Müller, C., Castro, M., & Castro, F. (2019). Nonlinear Modified Concurrent Equalizer. Journal of Communication and Information Systems, 34(1), 201–205. https://doi.org/10.14209/jcis.2019.21
A New CPFSK Demodulation Approach for Software Defined Radio
Journal of Circuits, Systems and Computers / Feb 08, 2019
Mayer, K. S., Müller, C., de Castro, F. C. C., & de Castro, M. C. F. (2019). A New CPFSK Demodulation Approach for Software Defined Radio. Journal of Circuits, Systems and Computers, 28(14), 1950243. https://doi.org/10.1142/s0218126619502438
Education
State University of Campinas
Ph.D. in Electrical Engineering, DECOM / November, 2022
Pontifícia Universidade Católica do Rio Grande do Sul
Master of Science in Eletrical Engineering , School of Technology / March, 2018
Pontifícia Universidade Católica do Rio Grande do Sul
Bachelor of Engineering of Control and Automation, FENG / December, 2015
Experience
State University of Campinas
Researcher / January, 2023 — December, 2023
PUCRS
Intern / March, 2014 — January, 2016
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