Nicolas Winkler

Articles in journals

• Winkler, N. P. , Kotlyar, O. , Schaffernicht, E. , Matsukura, H. , Ishida, H. , Neumann, P. P. & Lilienthal, A. J. (2024). Super-resolution for Gas Distribution Mapping.  Sensors and actuators. B, Chemical, 419. [BibTeX]

Conference papers

• Winkler, N. P. , Neumann, P. P. , Schaffernicht, E. & Lilienthal, A. J. (2024). Gas Distribution Mapping With Radius-Based, Bi-directional Graph Neural Networks (RABI-GNN). In:  2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN). Paper presented at International Symposium on Olfaction and Electronic Nose (ISOEN 2024), Grapevine, TX, USA, May 12-15, 2024. IEEE. [BibTeX]
• Winkler, N. P. , Neumann, P. P. , Schaffernicht, E. , Lilienthal, A. , Poikkimäki, M. , Kangas, A. & Säämänen, A. (2022). Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory. Paper presented at 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, Poros Island, Greece, September 20-23, 2022. [BibTeX]
• Winkler, N. P. , Kotlyar, O. , Schaffernicht, E. , Fan, H. , Matsukura, H. , Ishida, H. , Neumann, P. P. & Lilienthal, A. (2022). Learning From the Past: Sequential Deep Learning for Gas Distribution Mapping. In: Danilo Tardioli; Vicente Matellán; Guillermo Heredia; Manuel F. Silva; Lino Marques,  ROBOT2022 Fifth Iberian Robotics Conference: Advances in Robotics, Volume 2. Paper presented at ROBOT2022: Fifth Iberian Robotics Conference, Zaragoza, Spain, November 23-25, 2022. (pp. 178-188). Springer. [BibTeX]
• Winkler, N. P. , Matsukura, H. , Neumann, P. P. , Schaffernicht, E. , Ishida, H. & Lilienthal, A. J. (2022). Super-Resolution for Gas Distribution Mapping: Convolutional Encoder-Decoder Network. In:  2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN). Paper presented at IEEE International Symposium on Olfaction and Electronic Nose (ISOEN 2022), Aveiro, Portugal, May 29 - June 1, 2022. IEEE. [BibTeX]
• Winkler, N. P. , Neumann, P. P. , Kohlhoff, H. , Erdmann, J. , Schaffernicht, E. & Lilienthal, A. (2021). Development of a Low-Cost Sensing Node with Active Ventilation Fan for Air Pollution Monitoring. In:  SMSI 2021 Proceedings. Paper presented at SMSI 2021 Conference: Sensor and Measurement Science International, (Digital conference), May 3-6, 2021. (pp. 260-261). [BibTeX]
• Winkler, N. P. , Neumann, P. P. , Schaffernicht, E. & Lilienthal, A. (2021). Using Redundancy in a Sensor Network to Compensate Sensor Failures. In:  2021 IEEE SENSORS. Paper presented at IEEE SENSORS 2021, (Virtual conference), October 31 - November 4, 2021. [BibTeX]
• Winkler, N. P. , Neumann, P. P. , Schaffernicht, E. & Lilienthal, A. J. (2021). Using Redundancy in a Sensor Network to Compensate Sensor Failures. In:  2021 IEEE SENSORS. Paper presented at 20th IEEE Sensors Conference, (Virtual conference), October 31 - November 4, 2021. IEEE. [BibTeX]
• Winkler, N. P. , Neumann, P. P. , Säämänen, A. , Schaffernicht, E. & Lilienthal, A. J. (2020). High-quality meets low-cost: Approaches for hybrid-mobility sensor networks. In:  MATERIALS TODAY-PROCEEDINGS. Paper presented at 36th Danubia Adria Symposium on Advances in Experimental Mechanics, SEP 24-27, 2019, Pilsen, CZECH REPUBLIC. (pp. 250-253). Elsevier. [BibTeX]