Simulation and Machine Learning in Beyond Visual Range Air Combat: A Survey.

Felipe Leonardo Lôbo Medeiros Felipe L. L. Medeiros https://orcid.org/0000-0001-8796-8230

Andre N. Costa Joao P. A. Dantas Edvards Scukins Felipe L. L. Medeiros Petter Ögren Simulation and Machine Learning in Beyond Visual Range Air Combat: A Survey. 76755-76774 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3563811 db/journals/access/access13.html#CostaDSMO25 streams/journals/access

Joao P. A. Dantas Felipe L. L. Medeiros Adrisson R. Samersla Pedro L. R. Botelho Vitor Conrado Faria Gomes Samara R. Silva Yuri D. Ferreira Alessandro O. Arantes Marcia Rodrigues Campos de Aquino Marcos R. O. A. Máximo Deep Reinforcement Learning Agents With Collective Situational Awareness for Beyond Visual Range Air Combat. 143052-143069 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3597199 db/journals/access/access13.html#DantasMSBGSFAAM25 streams/journals/access

Samara R. Silva Vitor Conrado Faria Gomes Alessandro O. Arantes André Francisco Morielo Caetano Victor L. D. B. Costa Adrisson R. Samersla Felipe L. L. Medeiros Yuri D. Ferreira Marcia Rodrigues Campos de Aquino Joao P. A. Dantas AsaFG: A Human-in-the-Loop Integration Module for Air Combat Simulations. 155821-155834 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3605878 db/journals/access/access13.html#SilvaGACCSMFAD25 streams/journals/access

Joao P. A. Dantas Diego Geraldo Felipe L. L. Medeiros Marcos R. O. A. Máximo Takashi Yoneyama Real-Time Surface-to-Air Missile Engagement Zone Prediction Using Simulation and Machine Learning. 2023 abs/2311.11905 CoRR https://doi.org/10.48550/arXiv.2311.11905 db/journals/corr/corr2311.html#abs-2311-11905

Geraldo Mulato De Lima Filho Andre Rossi Kuroswiski Felipe Leonardo Lôbo Medeiros Mark Voskuijl Herman Monsuur Angelo Passaro Optimization of Unmanned Air Vehicle Tactical Formation in War Games. 21727-21741 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3152768 db/journals/access/access10.html#FilhoKMVMP22

Andre N. Costa Felipe L. L. Medeiros Joao P. A. Dantas Diego Geraldo Nei Yoshihiro Soma Formation control method based on artificial potential fields for aircraft flight simulation. 575-595 2022 98 Simul. 7 https://doi.org/10.1177/00375497211063380 db/journals/simulation/simulation98.html#CostaMDGS22

Joao P. A. Dantas Andre N. Costa Felipe L. L. Medeiros Diego Geraldo Marcos R. O. A. Máximo Takashi Yoneyama Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations. 1990-2001 2022 WSC https://doi.org/10.1109/WSC57314.2022.10015384 conf/wsc/2022 db/conf/wsc/wsc2022.html#DantasCMGMY22

Joao P. A. Dantas Andre N. Costa Felipe L. L. Medeiros Diego Geraldo Marcos R. O. A. Máximo Takashi Yoneyama Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations. 2022 abs/2207.04188 CoRR https://doi.org/10.48550/arXiv.2207.04188 db/journals/corr/corr2207.html#abs-2207-04188

Joao P. A. Dantas Andre N. Costa Vitor Conrado Faria Gomes Andre Rossi Kuroswiski Felipe L. L. Medeiros Diego Geraldo ASA: A Simulation Environment for Evaluating Military Operational Scenarios. 2022 abs/2207.12084 CoRR https://doi.org/10.48550/arXiv.2207.12084 db/journals/corr/corr2207.html#abs-2207-12084

Luiz Gustavo D. O. Veras Felipe Leonardo Lôbo Medeiros Lamartine N. F. Guimarães Systematic Literature Review of Sampling Process in Rapidly-Exploring Random Trees. 50933-50953 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2908100 https://www.wikidata.org/entity/Q128156038 db/journals/access/access7.html#VerasMG19

Felipe Leonardo Lôbo Medeiros Vitor Conrado Faria Gomes Marcia Rodrigues Campos de Aquino Diego Geraldo Marcos Eduardo Lopes Honorato Luiz Henrique Moreira Dias A Computer Vision System for Guidance of VTOL UAVs Autonomous Landing. 333-338 2015 BRACIS https://doi.org/10.1109/BRACIS.2015.53 https://doi.ieeecomputersociety.org/10.1109/BRACIS.2015.53 conf/bracis/2015 db/conf/bracis/bracis2015.html#MedeirosGAGHD15 Felipe Leonardo Lôbo Medeiros Trajectory planning for unmanned aerial vehicles using computational modeling of navigation environments through visibility graphs and digital elevation models. 2012 National Institute for Space Research, São José dos Campos, Brazil http://urlib.net/sid.inpe.br/mtc-m19/2012/03.16.13.15 http://search.ndltd.org/show.php?id=oai:union.ndltd.org:IBICT/oai:agregador.ibict.br.BDTD_INPE:oai:urlib.net:sid.inpe.br/mtc-m19/2012/03.16.13.15.08-0 ndltd.org (oai:agregador.ibict.br.BDTD_INPE:oai:urlib.net:sid.inpe.br/mtc-m19/2012/03.16.13.15.08-0)

Felipe Leonardo Lôbo Medeiros José Demísio Simões da Silva Computational Modeling for Automatic Path Planning Based on Evaluations of the Effects of Impacts of UAVs on the Ground. 181-202 2011 61 J. Intell. Robotic Syst. 1-4 https://doi.org/10.1007/s10846-010-9471-2 db/journals/jirs/jirs61.html#MedeirosS11

Felipe Leonardo Lôbo Medeiros José Demísio Simões da Silva A Dijkstra Algorithm for Fixed-Wing UAV Motion Planning Based on Terrain Elevation. 213-222 2010 SBIA https://doi.org/10.1007/978-3-642-16138-4_22 conf/sbia/2010 db/conf/sbia/sbia2010.html#MedeirosS10 Marcia Rodrigues Campos de Aquino Alessandro O. Arantes Pedro L. R. Botelho André Francisco Morielo Caetano Andre N. Costa Victor L. D. B. Costa Joao P. A. Dantas Luiz Henrique Moreira Dias Yuri D. Ferreira Geraldo Mulato De Lima Filho Diego Geraldo Vitor Conrado Faria Gomes Lamartine N. F. Guimarães Marcos Eduardo Lopes Honorato Andre Rossi Kuroswiski Marcos Ricardo Omena de Albuquerque MáximoMarcos R. O. A. Máximo Herman Monsuur Petter Ögren Angelo Passaro Adrisson R. Samersla Edvards Scukins José Demísio Simões da Silva Samara R. Silva Nei Yoshihiro Soma Luiz Gustavo D. O. Veras Mark Voskuijl Takashi Yoneyama