Pedro Henrique Gomes da Silva

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Produções bibliográficas

• Gomes, Pedro Henrique ; KRISHNAMACHARI, BHASKAR . TAMU-RPL: Thompson sampling-based multichannel RPL. Transactions on Emerging Telecommunications Technologies , v. 1, p. 1, 2019.

• MANO, LEANDRO Y. ; FAIÇAL, BRUNO S. ; GONÇALVES, VINÍCIUS P. ; PESSIN, GUSTAVO ; Gomes, Pedro H. ; DE CARVALHO, ANDRÉ C. P. L. F. ; UEYAMA, JÓ . An intelligent and generic approach for detecting human emotions: a case study with facial expressions. SOFT COMPUTING , v. 1, p. 1, 2019.

• WANG, SHANGXING ; LIU, HANPENG ; Gomes, Pedro Henrique ; KRISHNAMACHARI, BHASKAR . Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks. IEEE Transactions on Cognitive Communications and Networking , v. 1, p. 1-1, 2018.

• CHANG, TENGFEI ; WATTEYNE, THOMAS ; VILAJOSANA, XAVIER ; Gomes, Pedro Henrique . Constructive Interference in 802.15.4: A Tutorial. IEEE Communications Surveys and Tutorials , v. 1, p. 1-1, 2018.

• BRUN-LAGUNA, KEOMA ; MINET, PASCALE ; WATTEYNE, THOMAS ; Henrique Gomes, Pedro . Moving Beyond Testbeds? Lessons (We) Learned About Connectivity. IEEE PERVASIVE COMPUTING , v. 17, p. 15-27, 2018.

• FAIÇAL, BRUNO S. ; FREITAS, HEITOR ; Gomes, Pedro H. ; MANO, LEANDRO Y. ; PESSIN, GUSTAVO ; DE CARVALHO, ANDRÉ C.P.L.F. ; KRISHNAMACHARI, BHASKAR ; UEYAMA, JÓ . An adaptive approach for UAV-based pesticide spraying in dynamic environments. COMPUTERS AND ELECTRONICS IN AGRICULTURE , v. 138, p. 210-223, 2017.

• Gomes, Pedro Henrique ; WATTEYNE, THOMAS ; KRISHNAMACHARI, BHASKAR . MABO-TSCH: Multihop and blacklist-based optimized time synchronized channel hopping. Transactions on Emerging Telecommunications Technologies , v. 1, p. e3223, 2017.

• UEYAMA, JÓ ; FAIÇAL, BRUNO S. ; MANO, LEANDRO Y. ; BAYER, GUILHERME ; PESSIN, GUSTAVO ; Gomes, Pedro H. . Enhancing reliability in Wireless Sensor Networks for adaptive river monitoring systems: Reflections on their long-term deployment in Brazil. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS , v. 65, p. 41-52, 2017.

• FAICAL, BRUNO S. ; PESSIN, GUSTAVO ; FILHO, GERALDO P.R. ; André C. P. L. F. Carvalho1 ; Gomes, Pedro H. ; UEYAMA, JO . Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields: An Approach for Dynamic Environments. International Journal on Artificial Intelligence Tools , v. 25, p. 1660003, 2016.

• MANO, LEANDRO Y. ; FAIÇAL, BRUNO S. ; NAKAMURA, LUIS H.V. ; Gomes, Pedro H. ; LIBRALON, GIAMPAOLO L. ; MENEGUETE, RODOLFO I. ; FILHO, GERALDO P.R. ; GIANCRISTOFARO, GABRIEL T. ; PESSIN, GUSTAVO ; KRISHNAMACHARI, BHASKAR ; UEYAMA, JÓ . Exploiting IoT technologies for enhancing Health Smart Homes through patient identification and emotion recognition. Computer Communications , v. 47, p. 1-13, 2016.

• UEYAMA, JO ; FREITAS, HEITOR ; FAICAL, BRUNO S. ; FILHO, GERALDO P.R. ; FINI, PEDRO ; PESSIN, GUSTAVO ; Gomes, Pedro H. ; VILLAS, LEANDRO A. . Exploiting the use of unmanned aerial vehicles to provide resilience in wireless sensor networks. IEEE Communications Magazine (Print) , v. 52, p. 81-87, 2014.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Branquinho, O. C. . Radio Resource Allocation and Green Operation for Mobile Access Networks Based on Radio-Over-Fiber. IEEE Transactions on Mobile Computing , v. 1, p. 1-1, 2013.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Branquinho, O. C. . Fast Algoritms for Resource Allocation in Radio-over-Fiber Access Networks. IEEE Latin America Transactions , v. 9, p. 571-577, 2011.

• Kliazovich, D. ; Gomes, P. H. ; Granelli, F. ; Fonseca, N. L. S. da . Queue Management Mechanism for 802.11 Base Stations. IEEE Communications Letters (Print) , v. 15, p. 728-730, 2011.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Branquinho, O. C. . LatinCon04 - Analysis of Performance Degradation in Radio-Over-Fiber Systems Based on IEEE 802.16 Protocol. Revista IEEE América Latina , v. 8, p. 377-384, 2010.

• Durr, A. O. ; Silva, F. R. da ; Oliveira, F. de S. ; Andreozi, L. ; Moura, M. B. de ; Gomes, P. H. ; Brás, R. . Redes Locais na Prática. 1. ed. São Paulo: Editora Saber, 2006. v. 1. 126p .

• Furquim, Gustavo ; PESSIN, GUSTAVO ; Gomes, Pedro H. ; Mendiondo, Eduardo M. ; UEYAMA, JÓ . A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2015, v. , p. 485-492.

• VIDAL, ALLAN ; Gomes, Pedro Henrique ; SANTOS, MATEUS . Reorchestration: a Reactive Orchestration Architecture. In: 2019 IEEE Conference on Network Softwarization (NetSoft), 2019, Paris. 2019 IEEE Conference on Network Softwarization (NetSoft), 2019. p. 498.

• CAVALCANTE, ANDRE MENDES ; Gomes, Pedro Henrique ; MARQUEZINI, MARIA VALERIA ; BONOMINI, IRACEMA ; MENDES, LUCIANO LEONEL . Applicability of IoT Technologies for 5G Use Cases in Brazil. In: 2019 IEEE 2nd 5G World Forum (5GWF), 2019, Dresden. 2019 IEEE 2nd 5G World Forum (5GWF), 2019. p. 53.

• CARVALHO, EDUARDO C. ; FERREIRA, BRUNO V. ; FILHO, GERALDO P. R. ; Gomes, Pedro H. ; FREITAS, GUSTAVO M. ; VARGAS, PATRICIA A. ; UEYAMA, JO ; PESSIN, GUSTAVO . Towards a Smart Fault Tolerant Indoor Localization System Through Recurrent Neural Networks. In: 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Budapest. 2019 International Joint Conference on Neural Networks (IJCNN), 2019. p. 1.

• WANG, S. ; LIU, H. ; Gomes, P. H. ; KRISHNAMACHARI, B. . Deep Reinforcement Learning for Dynamic Multichannel Access. In: IEEE International Conference on Computing, Networking and Communications - ICNC, 2017, Silicon Valley. Proceedings of the IEEE International Conference on Computing, Networking and Communications.

• CARLOS R. G. JUNIOR ; GOMES, P.H. ; MANO, L. Y. ; Rone B de Oliveira ; Andre CP de LF de Carvalho ; FAICAL, BRUNO S. . A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition. In: The 6th Brazilian Conference on Intelligent Systems, 2017, Uberlandia. Proceedings of the 6th Brazilian Conference on Intelligent Systems, 2017.

• OLIVEIRA, T. B. ; Gomes, P. H. ; GOMES, D. G. ; KRISHNAMACHARI, B. . ALABAMO: A LoAd BAlancing MOdel for RPL. In: Brazilian Symposium on Computer Networks and Distributed Systems (SBRC), 2016, Salvador. Proceeding of the Brazilian Symposium on Computer Networks and Distributed Systems, 2016.

• Gomes, Pedro Henrique ; CHEN, YING ; WATTEYNE, THOMAS ; KRISHNAMACHARI, BHASKAR . Insights into Frequency Diversity from Measurements on an Indoor Low Power Wireless Network Testbed. In: 2016 IEEE Globecom Workshops (GC Wkshps), 2016, Washington. 2016 IEEE Globecom Workshops (GC Wkshps), 2016. p. 1.

• FREITAS, DIULIE J. ; MARCONDES, TIAGO B. ; NAKAMURA, LUIS H. V. ; UEYAMA, JO ; Gomes, Pedro H. ; MENEGUETTE, RODOLFO I. . Combining cell phones and WSNs for preventing accidents in smart-homes with disabled people. In: 2015 7th International Conference on New Technologies, Mobility and Security (NTMS), 2015, Paris. 2015 7th International Conference on New Technologies, Mobility and Security (NTMS), 2015. p. 1.

• MANO, LEANDRO Y. ; GIANCRISTOFARO, GABRIEL T. ; FAIÇAL, BRUNO S. ; LIBRALON, GIAMPAOLO L. ; PESSIN, GUSTAVO ; Gomes, Pedro H. . Exploiting the Use of Ensemble Classifiers to Enhance the Precision of User's Emotion Classification. In: the 16th International Conference, 2015, Rhodes. Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS) - EANN '15, 2015. p. 1.

• CHEN, YING ; Gomes, Pedro Henrique ; KRISHNAMACHARI, BHASKAR . Multi-channel Data Collection for Throughput Maximization in Wireless Sensor Networks. In: 2014 IEEE 11th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2014, Philadelphia. 2014 IEEE 11th International Conference on Mobile Ad Hoc and Sensor Systems. p. 443.

• Gomes, P. H. ; da Fonseca, Nelson L. S. . Planejamento e gerenciamento de recursos para redes sem fio baseadas em Rádio sobre Fibra. In: CTD - XXV Concurso de Teses e Dissertações (CSBC 2012), 2012, Curitiba. Anais do XXXII Congresso da Sociedade Brasileira de Computação, 2012.

• Gomes, Pedro Henrique ; da Fonseca, Nelson L. S. ; BRANQUINHO, OMAR C. . Bi-Criteria Optimization of Radio Resources for Radio-Over-Fiber Access Networks. In: ICC 2011 2011 IEEE International Conference on Communications, 2011, Kyoto. 2011 IEEE International Conference on Communications (ICC). p. 1.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Branquinho, O. C. . Otimização Bicritério de Recursos para Redes Sem Fio de Acesso e Rádio sobre Fibra. In: XXIX Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2011, Campo Grande. Anais do XXIX Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2011. p. 661-674.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Branquinho, O. C. . Otimização de Recursos Rádio para Redes de Acesso Sem Fio baseadas em Rádio sobre Fibra. In: WPerformance - IX Workshop em Desempenho de Sistemas Computacionais e de Comunicação, 2010, Belo Horizonte. XXX Congresso da Sociedade Brasileira de Computação, 2010.

• Gomes, Pedro Henrique ; da Fonseca, Nelson L. S. ; BRANQUINHO, OMAR C. . Optimization of the Use of Radio Resource of Radio-Over-Fiber Access Networks. In: GLOBECOM 2010 2010 IEEE Global Communications Conference, 2010, Miami. 2010 IEEE Global Telecommunications Conference GLOBECOM 2010. p. 1.

• Henrique Gomes, Pedro ; da Fonseca, Nelson L. S. ; BRANQUINHO, OMAR C. . Fast algorithms for resource allocation in Radio-over-fiber access networks. In: 2010 IEEE LatinAmerican Conference on Communications (LATINCOM), 2010, Bogota. 2010 IEEE Latin-American Conference on Communications. p. 1.

• Gomes, P. H. ; Fonseca, N. L. S. da ; Kliazovich, D. ; Granelli, F. . A Queue Management Mechanism for Improving TCP fairness in Wireless Access Networks. In: XXVIII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2010, Gramado. Anais do XXVIII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2010. p. 871-884.

• Kliazovich, D. ; Gomes, P. H. ; Fonseca, N. L. S. da ; Granelli, F. . Receiver-Driven Queue Management For Achieving RTT-fairness in Wi-Fi Networks. In: IEEE Global Communications Conference, 2009, Honolulu - Hawaii. Proceedings of IEEE Global Telecommunications Conference (IEEE GLOBECOM 2009), 2009.

• GOMES, P.H. ; DA FONSECA, N.L.S. ; BRANQUINHO, O.C. . Analysis of performance degradation in Radio-over-Fiber systems based on IEEE 802.16 protocol. In: 2009 IEEE LatinAmerican Conference on Communications (LATINCOM), 2009, Medellin. 2009 IEEE Latin-American Conference on Communications. p. 1.

• Gomes, P. H. ; Tatiane, S. L. ; Branquinho, O. C. ; Seste, R. S. . VoIP over WiFi - degradation analysis with flat fading emulator. In: IWT-2007 International Workshop on Telecommunications, 2007, Santa Rita do Sapucaí. Proceedings of IWT-2007 International Workshop on Telecommunications, 2007. v. 1. p. 269-274.

• VIDAL, ALLAN ; Gomes, Pedro Henrique ; SANTOS, MATEUS . Reorchestration: A Prototype for Reactive Orchestration. In: 2019 IEEE Conference on Network Softwarization (NetSoft), 2019, Paris. 2019 IEEE Conference on Network Softwarization (NetSoft), 2019. p. 239.

• GOMES, P.H. ; WATTEYNE, T. ; GHOSH, P. ; KRISHNAMACHARI, BHASKAR . Reliability through Timeslotted Channel Hopping and Flooding-based Routing. In: International Conference on Embedded Wireless Systems and Networks (EWSN) 2016, 2016, Graz, Austria. Proceedings of the International Conference on Embedded Wireless Systems and Networks (EWSN) 2016, 2016.

• DEORA, S. ; Gomes, P. H. ; KRISHNAMACHARI, B. . NUSBL: Non-Uniform Sequence Based Localization. In: Microsoft Indoor Localization Competition - IPSN 2015, 2015, Seattle. Microsoft Indoor Localization Competition - IPSN 2015, 2015.

Projetos de pesquisa

• 2023 - Atual

  STARLING: Segurança e Alocação de Recursos em B5G via Técnicas de Inteligência Artificial, Descrição: As mudanças nos paradigmas e nas capacidades da infraestrutura de telecomunicações móveis trazidas com a quinta geração (5G) têm ampliado o interesse e antecipado o desenvolvimento das gerações seguintes, identificadas como Beyond 5G (B5G). Para essas próximas gerações destacam-se como casos de uso a Massive Machine Type Communication (mMTC) e a Ultra-Reliable and Low Latency Communication (URLLC). Comum a esses casos de uso está a necessidade de gerenciar recursos por meio do fatiamento e da virtualização da rede, a necessidade de tomada rápida de decisões por meio de serviços de Inteligência Artificial, e a necessidade de garantir a segurança da rede levando em conta as alt1 ssimas taxas de transmissão. Nesse ambiente, aplicações como as cidades inteligentes e a Internet das Coisas Industrial exigirão soluções inovadoras na rede a fim de funcionarem corretamente com a segurança necessária. Nesse sentido, este projeto apresenta quatro linhas de pesquisa relacionadas com melhorias necessárias em vários aspectos do B5G para tornar as próximas gerações de telecomunicações móveis confiáveis, altamente automatizadas e com suporte nativo a mecanismos de Inteligência Artificial.. , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Pedro Henrique Gomes da Silva - Integrante / Daniel Macedo Batista - Coordenador / Michele Nogueira Lima - Integrante / Mosab Hamdan Adam Mohamed Alhassan - Integrante / Paulo Angelo Alves Resende - Integrante / Rodrigo Izidoro Tinini - Integrante., Financiador(es): Fundação de Amparo à Pesquisa do Estado de São Paulo - Outra.

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