Seon Jin Kim, Navid Ahmadian, G. Lim, Maryam Torabbeigi
{"title":"A Rescheduling Method of Drone Flights under Insufficient Remaining Battery Duration","authors":"Seon Jin Kim, Navid Ahmadian, G. Lim, Maryam Torabbeigi","doi":"10.1109/ICUAS.2018.8453379","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453379","url":null,"abstract":"A rescheduling method is proposed for drone flights to handle insufficient remaining battery duration during flights. The flight of drones is usually affected by strong winds and/or moving obstacles. To keep a planned flight path, drones are imposed to consume more battery to overcome these unexpected external events. It results in insufficient battery duration, which cannot guarantee the safe return of drones and/or the fulfillment of the assigned mission (demands). Hence, the rescheduling method is presented to ensure the safe return of drones and minimize the unmet demand.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"33 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130003837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gordon A. Christie, Zachary Kurtz, Kevin Huber, J. Massey, Ian Courtney, C. Gifford, J. Humphreys, Alfred Mayalu, Rebecca Williams, J. Hunnell, Bernard Collins
{"title":"Training Object Detectors with Synthetic Data for Autonomous UAV Sampling Applications","authors":"Gordon A. Christie, Zachary Kurtz, Kevin Huber, J. Massey, Ian Courtney, C. Gifford, J. Humphreys, Alfred Mayalu, Rebecca Williams, J. Hunnell, Bernard Collins","doi":"10.1109/ICUAS.2018.8453336","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453336","url":null,"abstract":"Training accurate object detection models often requires a large amount training data. In some cases, limited imagery, from drastically different perspectives than the desired target view positions and angles, may be available for specific objects of interest. Training accurate models with this imagery may not be possible and require a lot of performance-limiting assumptions. However, it may be possible to use this limited imagery to create a 3D model of the targets and their surrounding area. In this paper, we explore training an object detector using only synthetic imagery to detect rooftop stacks for UAV sampling tasks. We show that this detector performs well on real imagery, and enables autonomous UAV sampling. We also note that this approach is general, and should extend to other objects.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128938662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Inexpensive, Lightweight Method of Detecting Coronas with UAVs","authors":"Nicholas Rymer, Andrew J. Moore, M. Schubert","doi":"10.1109/ICUAS.2018.8453385","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453385","url":null,"abstract":"Advances in technology have allowed unmanned aerial vehicles (UAVs) to be utilized as tools in the power industry. Power grids are routinely inspected to maintain a reliable power supply. When maintaining transmission lines, UAVs are primarily deployed for visual inspection, but there is a need for ultraviolet (UV) inspections for the purpose of detecting high voltage coronas. Coronas are potential indicators of problems in high voltage conductors or insulating structures. Ultraviolet cameras offer long range and high sensitivity to the weak photon flux of high voltage coronas. The size, weight, and cost of UV cameras limit their use in UAV applications. Compact narrow band sensors do not have these limitations.The range of the UV sensor is too short for flyby inspections with a UAV, so methods of augmentation were researched. A shallow parabolic reflector was developed to enhance the range of a narrow band UV detector for the purpose of UAV based autonomous high voltage line inspection. With safer standoff distances, the UV sensor studied, in combination with a parabolic reflector, exhibits potential for autonomous inspection of high voltage structures for corona detection.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124386739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Range and Endurance Characterization of a Quadcopter subject to Steady Wind","authors":"A. Godbole, K. Subbarao, A. Dogan, B. Huff","doi":"10.1109/ICUAS.2018.8453388","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453388","url":null,"abstract":"The range map of an unmanned aerial system (UAS) working in a nominal condition in an outdoor environment is affected by the available power and the environmental factors like the magnitude and direction of the wind. In the case of propulsion failure, it is important to determine the range and ground impact location of the UAS which might be useful in quantifying the risk involved in flying over certain urban, suburban areas. This paper focuses on mathematical modeling of the quadcopter along with its propulsion system and electric power consumption model to determine the effect of speed and direction of the wind on the range map. The same simulation environment can be used to determine the range and ground impact locations of an UAS in case of various failure scenarios.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122620420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Betancourt-Vera, Pedro Castillo, Rogelio Lozano, Boris Vidolov
{"title":"Robust control scheme for trajectory generation and tracking for quadcopters vehicles: Experimental results*","authors":"J. Betancourt-Vera, Pedro Castillo, Rogelio Lozano, Boris Vidolov","doi":"10.1109/ICUAS.2018.8453482","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453482","url":null,"abstract":"A robust control scheme for aerial path generation and tracking is proposed in this paper. The control structure is based on the MPC - Model Predictive Control- and the UDE -Uncertainty and Disturbance Estimator - approaches. Both algorithms can be used with simple controllers for becoming more robust with respect to nonlinear uncertainties and external disturbances. The proposed scheme is applied to a quadcopter vehicle. Experimental results confirm the well performance of the closed-loop system when tracking trajectories, even in the presence of perturbations.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122776699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Simon Schopferer, Julian Lorenz, Azarakhsh Keipour, S. Scherer
{"title":"Path Planning for Unmanned Fixed-Wing Aircraft in Uncertain Wind Conditions Using Trochoids","authors":"Simon Schopferer, Julian Lorenz, Azarakhsh Keipour, S. Scherer","doi":"10.1109/ICUAS.2018.8453391","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453391","url":null,"abstract":"On-board path planning is a key capability for safe autonomous unmanned flight. Recently, it has been shown that using trochoids for turn segments allows for run-time efficient path planning under consideration of the prevailing wind. However, with varying wind conditions and uncertainty in the estimation of wind speed and direction, paths optimized for a reference wind condition may become infeasible to track for the aircraft. In this work, we discuss how to calculate conservative turn rate limits and we present a novel approach to calculate safety distances along trochoidal turn segments in order to account for an unknown wind speed and airspeed component of bounded magnitude. This allows to plan flight paths that are optimized for the currently expected wind condition but are still safe in case the aircraft experiences different wind conditions. We present results from simulation and flight tests which demonstrate the impact of uncertain and varying wind conditions on the tracking performance of paths with circular and trochoidal turn segments. The results show that trochoids can be used to reduce path tracking errors even if the prevailing wind changes significantly. Furthermore, the proposed method to calculate safety distances conservatively over-approximates path deviations in all considered cases. Thus, it can be used to plan safe paths in the presence of uncertain wind conditions without solely relying on conservative performance limits.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124016443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Towards a consequences-aware emergency landing system for unmanned aerial systems","authors":"Xiangyu Wu, M. Mueller","doi":"10.1109/ICUAS.2018.8453347","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453347","url":null,"abstract":"We present an algorithm with which an aerial robot is capable of planning a consequences-aware flight path. The robot is capable of reasoning about possible faults, and which emergency actions are available to it. In this paper, we focus on faults that would force the vehicle to land in a short amount of time, and create a system that allows the vehicle to reason about its ability to execute a safe emergency landing from its current state. Such a system may improve the safety and reduce the economic cost of aerial robots, by allowing them to operate more flexibly whilst still achieving suitable safety. Using an onboard camera, the flying robot is able to identify safe landing spots, and attempt to compute trajectories from a future state to the available landing spots. If no such emergency trajectories are found, the robot must return to the last state at which a safe emergency trajectory was available. Initial in-lab experiments are shown, validating the feasibility of the concept.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115742348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Ramos-G, J. F. Guerero-Castellanos, V. R. Gonzales-Díaz, J. Linares-Flores, M. López-López, S. Durand
{"title":"Embedded implementation of a nonlinear-observer-based AHRS","authors":"J. Ramos-G, J. F. Guerero-Castellanos, V. R. Gonzales-Díaz, J. Linares-Flores, M. López-López, S. Durand","doi":"10.1109/ICUAS.2018.8453401","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453401","url":null,"abstract":"This paper deals with the implementation of a nonlinear observer to estimate the attitude of a rigid body from the measurements of MARG (Magnetic, Angular Rate, and Gravity) low-cost sensors. As a consequence, the system developed enters into the more general framework of Attitude Heading Reference Systems (AHRS). Thus, a quaternion-based nonlinear observer together with the use of Kaczmarz's method is proposed to fuse the sensor signals. The stability analysis for the attitude error dynamics is carried out using the ISS (Input-to-State Stability) framework. In this sense, the proposed observer is robust stable, when the measurement disturbance is seen as an input and the error as the state. The attitude estimation strategy is very simple to implement and is computationally light, which allows is to be easily deployed across various hardware-software platforms. Particularly, in this work, the algorithm is programmed in the Solidthinking Embed ® software and downloaded in a 32-bit microcontroller Piccolo F28069M, for its use in real-time. Experiments are carried out using a high accuracy system as reference and then comparing with the estimated attitude in order to demonstrate the observer performance.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128749632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Enhanced UAV pose estimation using a KF: experimental validation","authors":"C. de Souza, P. Castillo, R. Lozano, B. Vidolov","doi":"10.1109/ICUAS.2018.8453335","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453335","url":null,"abstract":"An experimental validation for improving pose estimation using a linear Kalman Filter (KF) is presented in this paper. The procedure is designed to lead with localization data degraded or lost. The methodology is focused on determination, tuning and dynamics changes in the covariance matrices in the KF algorithm. Several simulations are carried out in order to validate the methodology. Similarly several flights tests are conducted in real time for validating the observer scheme. A localization system is used and modified for emulating the GPS performance. Main results show the good behavior of the proposed methodology and a video of them is available for showing the capabilities of the algorithm.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131241082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. Guo, Antonio Bacciaglia, A. Ceruti, P. Marzocca, C. Bil
{"title":"Design and Development of a Transition Propulsion System for Bimodal Unmanned Vehicles","authors":"D. Guo, Antonio Bacciaglia, A. Ceruti, P. Marzocca, C. Bil","doi":"10.1109/ICUAS.2018.8453356","DOIUrl":"https://doi.org/10.1109/ICUAS.2018.8453356","url":null,"abstract":"An impulsive thruster propulsion system that could be used in a multi-modal UAV capable of sustained aerial flight, locomotion in water and deployment from a tube filled with compressed air is under development. This paper covers the design and optimisation process of the propulsive system, as well as its modelling with analytical and CFD simulations to predict the performances. The system is designed to fulfil vehicle mission requirements in terms of altitude and velocity after water/air transition. The thruster uses a common CO2 cartridge available off-the-shelf to accelerate water stored inside a water chamber along with an inflator to activate and regulate the mechanism remotely for efficient and sustained thrust. Water is chosen as vectorial fluid since it is available from the surroundings. Water chamber sizing process uses an analytical model calibration through CFD approach to refine an analytical model and predict propulsion performances. After thruster sizing, an experimental prototype was fabricated and tested for model validation. A comparison and discussion of the results as future work is also proposed with areas for improvement and development.","PeriodicalId":246293,"journal":{"name":"2018 International Conference on Unmanned Aircraft Systems (ICUAS)","volume":"54 18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127020748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}