| Super-resolution for gas distribution mapping: convolutional encoder-decoder network NP Winkler, H Matsukura, PP Neumann, E Schaffernicht, H Ishida, ... 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-3, 2022 | 7 | 2022 |
| Using redundancy in a sensor network to compensate sensor failures NP Winkler, PP Neumann, E Schaffernicht, AJ Lilienthal 2021 IEEE Sensors, 1-4, 2021 | 7 | 2021 |
| High-quality meets low-cost: Approaches for hybrid-mobility sensor networks NP Winkler, PP Neumann, A Säämänen, E Schaffernicht, AJ Lilienthal Materials Today: Proceedings 32, 250-253, 2020 | 6 | 2020 |
| Development of a low-cost sensing node with active ventilation fan for air pollution monitoring NP Winkler, PP Neumann, H Kohlhoff, J Erdmann, E Schaffernicht, ... SMSI 2021 Conference: Sensor and Measurement Science International,(Digital …, 2021 | 5 | 2021 |
| Remote Drone-to-Drone Gas Sensing: A Feasibility Study PP Neumann, D Hullmann, NP Winkler, J Schugardt 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-3, 2022 | 2 | 2022 |
| Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory NP Winkler, PP Neumann, E Schaffernicht, A Lilienthal, M Poikkimäki, ... 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, Poros …, 2022 | 2 | 2022 |
| Super-resolution for Gas Distribution Mapping NP Winkler, O Kotlyar, E Schaffernicht, H Matsukura, H Ishida, ... Sensors and Actuators B: Chemical 419, 136267, 2024 | 1 | 2024 |
| Learning from the past: Sequential deep learning for gas distribution mapping NP Winkler, O Kotlyar, E Schaffernicht, H Fan, H Matsukura, H Ishida, ... Iberian Robotics conference, 178-188, 2022 | 1 | 2022 |
| Outdoor Gas Plume Reconstructions: A Field Study with Aerial Tomography PP Neumann, D Hüllmann, NP Winkler, H Lohrke, AJ Lilienthal 2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-3, 2024 | | 2024 |
| Gas Distribution Mapping With Radius-Based, Bi-directional Graph Neural Networks (RABI-GNN) NP Winkler, PP Neumann, E Schaffernicht, AJ Lilienthal 2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-3, 2024 | | 2024 |
| Can low-cost sensor networks help indoor air quality? M Poikkimäki, M Leikas, NP Winkler, PP Neumann, A Säämänen, ... 18th International Conference on Indoor Air Quality and Climate, INDOOR AIR 2024, 2024 | | 2024 |
| DLR Research Seminar-ARO Lab@ BAM–Current Research Topics PP Neumann, NP Winkler, T Nerger, H Lohrke, M Stanisavljevi | | 2024 |
| Revisiting Environmental Sensing Nodes: Lessons Learned and Way Forward N Winkler, S Johann, H Kohlhoff, P Neumann Lectures, 173-174, 2023 | | 2023 |
| DeepGDM: Deep Learning for Gas Distribution Mapping NP Winkler | | 2023 |
| The RASEM System: A Technical Overview PP Neumann, H Kohlhoff, S Johann, J Erdmann, NP Winkler 38th Danubia-Adria Symposium on Advances in Experimental Mechanics-Extended …, 2022 | | 2022 |
| RASEM-Robot-Assisted Environmental Monitoring for Air Quality Assessment NP Winkler | | 2022 |
| Robot-Assisted Air Quality Monitoring NP Winkler | | 2022 |
| Aerial Robot Olfaction@ BAM PP Neumann | | 2021 |
| Mapping the Distribution of Air Pollutants with Mobile Robots and Stationary Sensors NP Winkler | | 2020 |
| Breaking the wall of air pollution monitoring NP Winkler | | 2020 |
Achim J. LilienthalFull Professor & MIRMI Deputy Director at TU MunichVerified email at tum.de
