Hi, I'm TJ. I'm currently a Senior Researcher in the Autonomous Systems Lab (ASL) at ETH Zürch, Switzerland, where I also completed my PhD in Robotics (Summer 2020) with Prof. Roland Siegwart. My work at ASL spans design, system identification, state estimation, control, and planning for fixed-wing and hybrid vertical take-off and landing (VTOL) aerial robots operating in unstructured environments (the real world!). A significant portion of my time as a PhD student was additionally geared towards developing autonomous behaviors for the endurance world record holding AtlantikSolar UAV.
Prior to my PhD, I completed a Bachelors and Masters of Science in Aerospace Engineering at the University of Kansas, USA. My Masters work was funded by the NSF Center for Remote Sensing of Ice Sheets (CReSIS), where I worked on the development of radar-integrated unmanned aerial vehicles (UAVs) used for measuring the thickness of ice sheets in Antarctica. During my Bachelors degree, I also spent one semester abroad taking courses within the Systems & Control Masters program at TU Delft, the Netherlands.
I have a passion for aerial-robotic field work, having deployed UAVs to the Arctic, Antarctic, Brazilian Amazon, and Swiss/Italian Alps. My primary research motivations are geared towards enabling safe, reliable, and useful(!) autonomous aerial-robotic operations in remote settings.
@: ASL, ETH Zürich | CReSIS, University of Kansas
We developed hardware and algorithms for autonomous, beyond visual line-of-sight (BVLOS), drone-based deployment of low-power, long-term GNSS monitoring stations on the Gorner Glacier, Switzerland, for multi-point, in situ ice motion recording. Funding from armasuisse S+T and the Swiss Polar Institute (SPI).
Michael Pantic, Dario Panzuto, Thomas Stastny, Guillaume Jouvet, Juan Nieto, and Roland Siegwart
Together with glaciologists from the Laboratory of Hydraulics, Hydrology, and Glaciology at ETH Zürich, I organized and lead a glacier monitoring field campaign to Qaanaaq, Greenland (77°N!), resulting in the first-ever autonomous, BVLOS, solar-powered flights of a UAV in a polar region. Funded by the ETH Foundation. See blog post here.
Small, long-range, fixed-wing UAVs executing surveying, mapping, or searching missions will inevitably encounter strong and turbulent wind fields, at times reaching to, or even exceeding the aircraft's nominal airspeed. I developed efficient (energetically and computationally) wind-aware guidance logic to allow safe flight in these conditions. (paper, dissertation)
We developed mathematical modeling and controller design for an over-actuated Vertical Take-off and Landing (VTOL) tilt-wing Unmanned Aerial Vehicle (UAV). Performance of the controller is demonstrated in hovering, transitioning, and cruising flight experiments.
David Rohr, Thomas Stastny, Sebastian Verling, and Roland Siegwart (paper)
Part of my PhD work involved the development of a long-horizon nonlinear model predictive controller (NMPC) for fixed-wing UAVs, considering path following objectives, stall prevention, actuator fault tolerance, wind-awareness, and explicit vision-based terrain feedback. (paper1, paper2, dissertation)
I've worked with Sebastian Verling (Co-Founder of Wingtra) and multiple students on a range of projects related to the development of control and estimation techniques for VTOL tailsitter UAVs including transition optimization, full envelope system identification, wind estimation, fault-tolerant control (see video below!).
Silvan Fuhrer, Sebastian Verling, Thomas Stastny, and Roland Siegwart (paper)
I worked with the Fixed-Wing Team at the Autonomous Systems Lab, ETH Zürich, conducting performance optimization and developing automatic take-off, landing, and cruise control design for the AtlantikSolar UAV, resulting in an 81.5 hour endurance world record solar-powered flight for all aircraft below 50kg (blog, paper) and 26 hour, fully autonomous, search and rescue payload equipped flight with passive thermal updraft detection and exploitation (blog, paper).
During an expedition to the Brazilian Amazon, we had the opportunity to work with SIPAM (Brazilian Amazon Protection Agency) on a real-life disaster relief support mission, using the AtlinkSolar UAV. A boat carrying 5000 cattle sunk in the Bacarena Port of the Rio Pará, Belém, Brazil, further spilling 740 tons oil. This was a suprise mission during the Adventura AtlantikSolar@Brazil project, organized together with Swissnex, Brazil.
Full autonomy for fixed-wing unmanned aerial vehicles (UAVs) requires the capability to autonomously detect potential landing sites in unknown and unstructured terrain, allowing for self-governed mission completion or handling of emergency situations. We developed a perception system addressing this challenge by detecting landing sites based on their texture and geometric shape without using any prior knowledge about the environment.
Timo Hinzmann, Thomas Stastny, Cesar Cadena, Roland Siegwart, and Igor Gilitschenski (paper)
I worked on an ESA funded collaboration between ASL and GAMAYA, the project SOLAR3 led to the development of novel UAV platform, SenseSoar2, equipped with a hyper spectral imaging (HSI) camera for long-range precision farming flights. The SenseSoar2 system has been successfully operated in Ukraine by an internal national drone operator during the 2018-2019 years. SenseSoar2 was additionally utiliized in collaboration with Swiss industry partners Swisscom, INVOLI, and v2sky, where we were able to demonstrate the first networked, BVLOS flight of a UAV in Switzerland, over Lake Neuchâtel.
I was a core researcher on the EU FP7 funded SHERPA project; a large-scale research project for mixed ground and aerial robotic platforms to support search and rescue activities in real-world hostile environments such as an alpine scenario. Our contribution included the demonstration of collaborative heterogeneous aerial deployments combining fixed-wing and R-MAX helicopter platforms for distributed environmental mapping and missing person identification. (paper1,paper2). Euronews Video.
.I embarked on an 8-week deployment with the University of Kansas' Automatic Flight Systems team to Lake Whillans Glacier, Antarctica resulting in first-ever autonomous glacial bed-rock sounding via a UAV. More info here.
During my time as a Masters graduate research assistant in the University of Kansas Aerospace Dept., I conducted research on control and planning for fixed-wing UAVs including multi-agent avoidance and formation strategies (paper1, paper2).
See publication metrics on Google Scholar.
T. Stastny. "Low-Altitude Control and Local Re-Planning Strategies for Small Fixed-Wing UAVs". Doctoral Thesis, ETH Zürich. 2020. |
2020 |
D. Malyuta, C. Brommer, D. Hentzen, T. Stastny, R. Siegwart, and R. Brockers. "Long-duration Fully Autonomous Operation of Rotorcraft Unmanned Aerial Systems for Remote-sensing Data Acquisition". Journal of Field Robotics (JFR). | arxiv |
2019 |
D. Rohr, T. Stastny, S. Verling, and R. Siegwart. "Attitude and Cruise Control of a VTOL Tiltwing UAV". IEEE Robotics and Automation Letters (RA-L). | arxiv | video |
2018 |
T. Hinzmann, T. Stastny, C. Cadena, R. Siegwart, and I. Gilitschenski. "Free LSD: Prior-free Visual Landing Site Detection for Autonomous Planes". IEEE Robotics and Automation Letters (RA-L). | arxiv | video |
2018 |
P. Oettershagen, T. Stastny, T. Hinzmann, K. Rudin, T. Mantel, A. Melzer, B. Wawrzacz, G. Hitz, and R. Siegwart. "Robotic Technologies for Solar-powered UAVs: Fully Autonomous Updraft-aware Aerial Sensing for Multiday Search-and-rescue Missions". Journal of Field Robotics (JFR). | publisher | video |
2017 |
P. Oettershagen, A. Melzer, Mantel, K. Rudin, T. Stastny, B. Wawrzacz, T. Hinzmann, S. Leutenegger, K. Alexis, and R. Siegwart. "Design of Small Hand-launched Solar-powered UAVs: From Concept Study to a Multi-day World Endurance Record Flight". Journal of Field Robotics (JFR). | publisher | video |
2015 |
T. Stastny, G. Garcia, and S. Keshmiri. "Collision and Obstacle Avoidance in Unmanned Aerial Systems Using Morphing Potential Field Navigation and Nonlinear Model Predictive Control". Journal of Dynamic Systems, Measurement, and Control. | publisher | video |
2015 |
G. Garcia, S. Keshmiri, and T. Stastny. "Nonlinear Model Predictive Controller Robustness Extension for Unmanned Aircraft". International Journal of Intelligent Unmanned Systems. | publisher |
2014 |
G. Garcia, S. Keshmiri, and T. Stastny. "Robust and Adaptive Nonlinear Model Predictive Controller for Unsteady and Highly Nonlinear Unmanned Aircraft". IEEE Transactions on Control Systems Technology. | publisher |
2017 |
M. Kamel, T. Stastny, K. Alexis, R. Siegwart. "Model Predictive Control for Trajectory Tracking of Unmanned Aerial Vehicles Using Robot Operating System". Robot Operating System (ROS), The Complete Reference (Volume 2). | publisher |
2021 |
C. Olsson, S. Verling, T. Stastny, and R. Siegwart. "Full Envelope System Identification of a VTOL Tailsitter UAV". AIAA Guidance, Navigation, and Control (GNC) Conference. Accepted for publication. |
2020 |
M. Harms, N. Kaufmann, F. Rockenbauer, N. Lawrance, T. Stastny, and R. Siegwart. "Differential Sweep Attitude Control for Swept Wing UAVs". International Conference on Unmanned Aircraft Systems (ICUAS). | publisher |
2019 |
T. Stastny and R. Siegwart. "On Flying Backwards: Preventing Run-away of Small, Low-speed, Fixed-wing UAVs in Strong Winds". IEEE International Conference on Intelligent Robots and Systems (IROS). | arxiv | video |
2019 |
D. Hentzen, T. Stastny, R. Siegwart, and R. Brockers. "Disturbance Estimation and Rejection for High-Precision Multirotor Position Control". IEEE International Conference on Intelligent Robots and Systems (IROS). | arxiv | video |
2019 |
T. Stastny, E. Ahbe, M. Dangel, and R. Siegwart. "Locally Power-optimal Nonlinear Model Predictive Control for Fixed-wing Airborne Wind Energy". American Control Conference (ACC). | publisher |
2019 |
S. Fuhrer, S. Verling, T. Stastny, and R. Siegwart. "Fault-tolerant Flight Control of a VTOL Tailsitter UAV". IEEE International Conference on Robotics and Automation (ICRA). | publisher | video |
2018 |
J. Lee, T. Muskardin, C. Pacz, P. Oettershagen, T. Stastny, I. Sa, R. Siegwart, and K. Kondak. "Towards Autonomous Stratospheric Flight: A Generic Global System Identification Framework for Fixed-Wing Platforms". IEEE International Conference on Intelligent Robots and Systems (IROS). | publisher |
2018 |
T. Stastny and R. Siegwart. "Nonlinear Model Predictive Guidance for Fixed-wing UAVs Using Identified Control Augmented Dynamics". International Conference on Unmanned Aircraft Systems (ICUAS). | arxiv | video1, video2, video3 |
2017 |
L. Furieri, T. Stastny, L. Marconi, R. Siegwart, and I. Gilitschenski. "Gone with the Wind: Nonlinear Guidance for Small Fixed-wing Aircraft in Arbitrarily Strong Windfields". American Control Conference (ACC). Best Paper Award. | arxiv |
2017 |
S. Verling, T. Stastny, G. Bättig, K. Alexis, and R. Siegwart. "Model-based Transition Optimization for a VTOL Tailsitter". IEEE International Conference on Robotics and Automation (ICRA). | publisher |
2017 |
Y. Demitri, S. Verling, T. Stastny, A. Melzer, and R. Siegwart. "Model-based Wind Estimation for a Hovering VTOL Tailsitter UAV". IEEE International Conference on Robotics and Automation (ICRA). | publisher |
2017 |
T. Stastny, A. Dash, and R. Siegwart. "Nonlinear MPC for Fixed-wing UAV Trajectory Tracking: Implementation and Flight Experiments". AIAA Guidance, Navigation, and Control (GNC) Conference. | publisher |
2016 |
P. Oettershagen, A. Melzer, T. Mantel, K. Rudin, T. Stastny, B. Wawrzacz, T. Hinzmann, K. Alexis, and R. Siegwart. "Perpetual Flight with a Small Solar-powered UAV: Flight Results, Performance Analysis and Model Validation". IEEE Aerospace Conference. | publisher |
2016 |
T. Hinzmann, T. Stastny, G. Conte, P. Doherty, P. Rudol, M. Wzorek, I. Gilitschenski, E. Galceran, and R. Siegwart. "Collaborative 3D Reconstruction Using Heterogeneous UAVs: System and Experiments". International Symposium on Experimental Robotics (ISER). | publisher |
2016 |
P. Doherty, J. Kvarnström, P. Rudol, M. Wzorek, G. Conte, C. Berger, T. Hinzmann, and T. Stastny. "Collaborative Framework for 3D Mapping Using Unmanned Aerial Vehicles". International Conference on Principles and Practice of Multi-Agent Systems. | publisher |
2015 |
P. Oettershagen, T. Stastny, T. Mantel, A. Melzer, K. Rudin, P. Gohl, G. Agamennoni, K. Alexis, and R. Siegwart. "Long-Endurance Sensing and Mapping using a Hand-Launchable Solar-Powered UAV". Field and Service Robotics (FSR). | pdf |
2015 |
A. Vempati, G. Agamennoni, T. Stastny, and R. Siegwart. "Victim Detection from a Fixed-Wing UAV: Experimental Results". International Symposium on Visual Computing (ISVC). | publisher |
2015 |
T. Stastny, G. Garcia, and S. Keshmiri. "Robust Three-Dimensional Collision Avoidance for Fixed-Wing Unmanned Aerial Systems". AIAA Guidance, Navigation, and Control (GNC) Conference. | publisher | video |
2013 |
T. Stastny, R. Lykins, and S. Keshmiri. "Nonlinear Parameter Estimation of Unmanned Aerial Vehicles in Wind Shear Using Artificial Neural Networks". AIAA Guidance, Navigation, and Control (GNC) Conference. | publisher |
2012 |
J. Sebes, W. Vanskike, M. Williams, S. McCandless, T. Stastny, G. Worden, N. Brunkhorst. "Flight Testing and Evaluation of the Structural Response to Flight Loads of a Small Scale Unmanned Aerial System". AIAA Infotech@ Aerospace. | publisher |
2011 |
W. Vanskike, M. Williams,T. Stastny, A. Ghate, S. McCandless, and T. Peckman. "Hawkeye UAV Dynamic Analysis". AIAA Modeling and Simulation Technologies Conference. | publisher |
2013 |
T. Stastny. "Mars Exploration? Unleash the Swarms!". Ruimtevaart, Netherlands Space Society (NVR). | pdf |
2013 |
M. Arigoni, R. Simpson, S. Fuhrer, P. Beardsley, D. Mammolo, M. Burri, M. Bischoff, T. Stastny, L. Rodgers, D. Krummenacher, and R. Siegwart. "Vehicles Configured For Navigating Surface Transitions". US Patent 10,464,620. |
Focus Projects | Student Theses | Lectures
I coached a team of very talented Bachelors students in the year-long development of a flying, diving, swimming, and re-emerging, swept-wing aerial robot (more info here). Several of the team members further expanded on this work enabling us to publish a paper on variable sweep attitude control, see paper.
I supervised two Bachelors students on the maneuver design, control, and estimation for the floor-to-wall transition of the VertiGo robot (more info here). See resulting patent.
Spring 2020 |
Gian Heinrich. "Learning to Stall: Using in-air Pressure Data to Identify, Characterize, and Control Fixed-Wing Aircraft Stall". |
Spring 2019 |
Dario Panzuto. "Development of a Drone-Released GPS Logging Unit for In Situ Monitoring of Fast-Flowing Glaciers". |
Spring 2019 |
Michael Imobersteg. "Autonomous Retraction Control of Rigid Wing Airborne Wind Energy Systems". |
Spring 2019 |
Adrian Ruckli. "A Deep Learning-Based Approach to Flexible-Wing Modeling for Wide-Baseline Stereo Vision on Fixed-Wing Unmanned Aerial Vehicles". |
Autumn 2018 |
David Rohr. "Tiltwing VTOL Flight-Control System". publication |
Autumn 2018 |
Manuel Dangel. "Nonlinear Model Predictive Control for Fixed-Wing Airborne Wind Energy". publication |
Spring 2018 |
Silvan Fuhrer. "Fault-Tolerant Flight Control of a VTOL Tailsitter UAV". publication |
Spring 2018 |
Daniel Hentzen. "Robust Precision Landing for Multirotor UAS". publication |
Spring 2018 |
Matthias Epprecht. "Bayesian Optimization Based Automatic Controller Tuning for Fixed-Wing UAVs". |
Spring 2018 |
Fabian Bachmann. "Airflow Sensing and Control for Small Fixed-Wing UAVs". |
Autumn 2017 |
Adyasha Dash. "Magnetometer Error Sources and Mitigation for Small UAVs". |
Spring 2017 |
Danylo Malyuta. "Guidance, Navigation, Control and Mission Logic for Quadrotor Full-cycle Autonomy". publication |
Spring 2017 |
Jongseok Lee. "Towards Autonomous Stratospheric Flight: A Generic Global System Identification Framework for Fixed-Wing Platforms". publication |
Spring 2017 |
Carl Olsson. "Full Envelope System Identification of a VTOL Tailsitter UAV". publication |
Autumn 2016 |
Youssef Demitri. "Robust Operation of a Hovering VTOL Tailsitter UAV in Wind". |
Autumn 2016 |
Luca Furieri. "Geometric Versus Model Predictive Control Based Guidance Algorithms for Fixed-Wing UAVs in the Presence of Very Strong Wind Fields". publication |
Autumn 2016 |
Pavel Verchersky. "Development of a Comprehensive, Hardware-in-the-loop Simulation Environment for Fixed-wing Unmanned Aircraft". |
Autumn 2016 |
Nicolas El Hayek. "Ridge Lift Exploitation for Small Unmanned Fixed-Wing Aircraft". |
Autumn 2015 |
Felix Renaut. "Vision-Based Autonomous Landing Site Detection for Fixed-Wing Unmanned Aerial Vehicles". |
Autumn 2014 |
Markus Thurnherr. "Model Predictive Control for Fixed-Wing UAVs Using LPV-Models". |
Autumn 2020 |
Marco Job. "Analysis of Dynamic Landing Control for VTOL Tailsitters". |
Autumn 2020 |
Lukas Spirig. "Study on True Airspeed Measurement Using Acoustic Whistles". |
Spring 2020 |
Ramon Flammer. "Analysis of the Aerodynamic Effects on Coaxial Rotor Configurations". |
Spring 2020 |
Matthias Studiger. "Model Predictive Longitudinal Cruise Control of a VTOL Tilt-Wing UAV". |
Spring 2019 |
Gian Heinrich. "Optimizing Deep-stall Landing Maneuvers on Small Fixed-wing UAVs". |
Spring 2019 |
Cla Galliard. "Nonlinear Total Energy Control System for Longitudinal Control of an Aircraft". |
Spring 2019 |
Eloi Roset. "Wing Pressure Distribution Measurement for Small Fixed-Wing UAVs". |
Spring 2019 |
Marko Maljkovic. "Online Neural Network Based Model Identification of a Fixed-Wing UAV". |
Autumn 2018 |
Jasmin Fischli. "Online Neural Network Based System Identification for Fixed-wing UAVs". |
Spring 2017 |
Silvan Fuhrer. "Sampling Based Motion Planning for Fixed-Wing UAV System Identification". |
Spring 2016 |
Youssef Demitri. "Wind Estimation for a Hovering VTOL Tailsitter UAV". publication |
Spring 2016 |
Léonard Schai. "Design, Manufacturing and Calibration of a Miniature Vector Probe for Small, Low Speed, Unmanned Aircraft". |
Spring 2016 |
Adyasha Dash. "High Level Predictive Control of Fixed-Wing UAVs using Low Order System Models". publication |
Spring 2016 |
Gregory Bättig. "Transition Optimization for a VTOL Tailsitter". publication |
Spring 2016 |
Samuel Dobmann. "Design, Modeling, and Control of an Autonomous Underwater Glider". |
Spring 2015 |
Ricardo Zurfluh. "Robust Airspeed Sensing in Harsh Environmental Conditions". |
Spring 2020 |
Severin Laasch. "Impact Compensation on Multicopters using Model Predictive Control". |
Spring 2019 |
Marvin Harms & Noah Kaufmann. "Differential Sweep Attitude Control for Fixed-Wing UAVs". publication |
Spring 2019 |
Friedrich Rockenbauer. "Cross-Validation of Simulation Models and Flight Test Data for Fixed-Wing UAVs". |
Spring 2018 |
Marco Ruggia. "Design and Analysis of Small Scale Angle of Attack Sensors". |
Spring 2018 |
Jonas Peter. "System Identification for an Airborne Wind Energy Aircraft". |
Spring 2018 |
Adrian Schneebeli. "Optimization of the Back-Transition Maneuver for a VTOL UAV". |
Spring 2018 |
Lucas Streichenberg. "Improved Hover Controller for an AWE System". |
Spring 2017 |
Cla Galliard. "Spherical Guidance and Control for an Airborne Wind Energy System". |
Spring 2017 |
Gabriel König. "Implementation and Validation of the Transition for a VTOL Airborne Wind Energy System". |
Spring 2015 |
David Krummenacher. "Floor to Wall Transitions for a Wall Racing Robot". |
Spring 2015 |
Michael Arigoni. "Control of a Wall Racing Robot for Agile Ground Maneuvers". |
I am a lecturer for the Robot Dynamics course offered in the ETH Zürich Robotics M.Sc. cirriculum. I teach the fundamentals of aerodynamics, flight dynamics, aircraft modeling and control for fixed-wing UAVs.
I taught two guest lectures on optimal output feedback control in the Optimal Controls M.Sc. course within the Aerospace Engineering Department at the University of Kansas.
I was a teaching assistant for the B.Sc. courses Introductory Topics in Mathematics and Elementary Statistics within the Mathematics Department at the University of Kansas.