Kevin Malena
Regelungstechnik und Mechatronik / Heinz Nixdorf Institut
kevin.malena@uni-paderborn.deID
10 Publications
2026 | Conference Paper | LibreCat-ID: 61492
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “ML-based Prediction Framework for varying Traffic Signal Control Strategies and its GLOSA-application,” in 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), Gold Coast (Australia), vol. 28.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59088
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Implementation and Results of a Multi-Stage Model Predictive Traffic Light Control System,” in 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), Edmonton (Canada), 2025, vol. 27, doi: 10.1109/itsc58415.2024.10919569.
LibreCat
| Files available
| DOI
2025 | Conference Paper | LibreCat-ID: 61427 | 
N. Fittkau, L. Bußemas, K. Malena, S. Gausemeier, and A. Trächtler, “Regulatory-compliant energy-saving potential for the passing beam of matrix LED headlamps,” presented at the 16th International Symposium on Automotive Lighting, Darmstadt, 2025, doi: 10.26083/tuprints-00030840.
LibreCat
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2024 | Dissertation | LibreCat-ID: 54552
K. Malena, Konzipierung, Analyse und Realumsetzung eines mehrstufigen modellprädiktiven Lichtsignalanlagenregelungssystems, vol. 422. Heinz Nixdorf Institut, Universität Paderborn, 2024.
LibreCat
| Files available
| DOI
2023 | Conference Paper | LibreCat-ID: 44390
C. Link, K. Malena, S. Gausemeier, and A. Trächtler, “Simulation Environment for Traffic Control Systems Targeting Mixed Autonomy Traffic Scenarios,” presented at the 9th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2023), Prague, Czech Republic, 2023, doi: 10.5220/0011987600003479.
LibreCat
| DOI
| Download (ext.)
2023 | Patent | LibreCat-ID: 56827
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Vorrichtung und Verfahren zur echtzeit-basierten dynamischen Verkehrszuordnung für zumindest zwei nachfolgende Fahrbahnen.” 2023.
LibreCat
2022 | Book Chapter | LibreCat-ID: 33849
K. Malena, C. Link, L. Bußemas, S. Gausemeier, and A. Trächtler, “Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments,” in Communications in Computer and Information Science, vol. 1612, C. Klein, M. Jarke, M. Helfert, K. Berns, and O. Gusikhin, Eds. Cham: Springer International Publishing, 2022, pp. 232–254.
LibreCat
| Files available
| DOI
2021 | Conference Paper | LibreCat-ID: 24166 |
K. Malena, C. Link, S. Mertin, S. Gausemeier, and A. Trächtler, “Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆,” presented at the 2021 IEEE Transportation Electrification Conference & Expo (ITEC), 2021, doi: 10.1109/itec51675.2021.9490087.
LibreCat
| Files available
| DOI
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24159
K. Malena, C. Link, S. Mertin, S. Gausemeier, and A. Trächtler, “Online State Estimation for Microscopic Traffic Simulations using Multiple Data Sources*,” in VEHITS 2021 Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, Online Streaming, 2021, vol. 7, pp. 386–395.
LibreCat
| Files available
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 22966
S. Mertin, K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Macroscopic Traffic Flow Control using Consensus Algorithms,” in The 23rd IEEE International Conference on Intelligent Transportation Systems, 2020, vol. 23.
LibreCat
10 Publications
2026 | Conference Paper | LibreCat-ID: 61492
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “ML-based Prediction Framework for varying Traffic Signal Control Strategies and its GLOSA-application,” in 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), Gold Coast (Australia), vol. 28.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59088
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Implementation and Results of a Multi-Stage Model Predictive Traffic Light Control System,” in 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), Edmonton (Canada), 2025, vol. 27, doi: 10.1109/itsc58415.2024.10919569.
LibreCat
| Files available
| DOI
2025 | Conference Paper | LibreCat-ID: 61427 |
N. Fittkau, L. Bußemas, K. Malena, S. Gausemeier, and A. Trächtler, “Regulatory-compliant energy-saving potential for the passing beam of matrix LED headlamps,” presented at the 16th International Symposium on Automotive Lighting, Darmstadt, 2025, doi: 10.26083/tuprints-00030840.
LibreCat
| DOI
| Download (ext.)
2024 | Dissertation | LibreCat-ID: 54552
K. Malena, Konzipierung, Analyse und Realumsetzung eines mehrstufigen modellprädiktiven Lichtsignalanlagenregelungssystems, vol. 422. Heinz Nixdorf Institut, Universität Paderborn, 2024.
LibreCat
| Files available
| DOI
2023 | Conference Paper | LibreCat-ID: 44390
C. Link, K. Malena, S. Gausemeier, and A. Trächtler, “Simulation Environment for Traffic Control Systems Targeting Mixed Autonomy Traffic Scenarios,” presented at the 9th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2023), Prague, Czech Republic, 2023, doi: 10.5220/0011987600003479.
LibreCat
| DOI
| Download (ext.)
2023 | Patent | LibreCat-ID: 56827
K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Vorrichtung und Verfahren zur echtzeit-basierten dynamischen Verkehrszuordnung für zumindest zwei nachfolgende Fahrbahnen.” 2023.
LibreCat
2022 | Book Chapter | LibreCat-ID: 33849
K. Malena, C. Link, L. Bußemas, S. Gausemeier, and A. Trächtler, “Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments,” in Communications in Computer and Information Science, vol. 1612, C. Klein, M. Jarke, M. Helfert, K. Berns, and O. Gusikhin, Eds. Cham: Springer International Publishing, 2022, pp. 232–254.
LibreCat
| Files available
| DOI
2021 | Conference Paper | LibreCat-ID: 24166 |
K. Malena, C. Link, S. Mertin, S. Gausemeier, and A. Trächtler, “Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆,” presented at the 2021 IEEE Transportation Electrification Conference & Expo (ITEC), 2021, doi: 10.1109/itec51675.2021.9490087.
LibreCat
| Files available
| DOI
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24159
K. Malena, C. Link, S. Mertin, S. Gausemeier, and A. Trächtler, “Online State Estimation for Microscopic Traffic Simulations using Multiple Data Sources*,” in VEHITS 2021 Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, Online Streaming, 2021, vol. 7, pp. 386–395.
LibreCat
| Files available
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 22966
S. Mertin, K. Malena, C. Link, S. Gausemeier, and A. Trächtler, “Macroscopic Traffic Flow Control using Consensus Algorithms,” in The 23rd IEEE International Conference on Intelligent Transportation Systems, 2020, vol. 23.
LibreCat