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2023 International Conference on Unmanned Aircraft Systems (ICUAS)最新文献

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Unmanned Aerial Vehicles and Livestock Management: An Application in Western Crete 无人机与畜牧管理:在克里特岛西部的应用
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155900
Nikolaos Sarantinoudis, G. Arampatzis, K. Valavanis, N. Tsourveloudis
In livestock industry, Unmanned Aerial Vehicles (UAVs) have the potential to revolutionize the way farmers manage animals, as they can be used for a wide variety of applications/reasons, such as herding, health monitoring and welfare of animals or even to detect nutrition deficiencies. This study focuses on an ongoing application of UAVs for livestock management in the island of Crete, taking into consideration the landscape morphology, the weather conditions and farmers’ habits in the region. In addition to opportunities, we identify the advantages and challenges of using UAVs in sensitive ecosystems with several socioeconomic restrictions. Potential future research is also being discussed.
在畜牧业中,无人机(uav)有可能彻底改变农民管理动物的方式,因为它们可以用于各种各样的应用/原因,例如放牧,健康监测和动物福利,甚至检测营养不足。本研究的重点是考虑到该地区的景观形态、天气条件和农民的习惯,在克里特岛持续应用无人机进行牲畜管理。除了机遇之外,我们还确定了在具有若干社会经济限制的敏感生态系统中使用无人机的优势和挑战。未来可能的研究也在讨论中。
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引用次数: 0
Investigating the applicability of LTE-M for Network Identification of Unmanned Aerial Systems in U-Space 研究LTE-M在u空间无人机系统网络识别中的适用性
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10156338
Jesper Jepsen, August Ravn Mader, Troels Dupont Andreasen, Radheshyam Singh, Kjeld Jensen
Unmanned Aerial System (UAS) Traffic Management (UTM) is a key enabler for unleashing the full potential of the UAS technology. Europe is currently in the progress of implementing the initial services of the U-Space framework, the European Union (EU) version of UTM. With the Commission Implementing Regulation (EU) 2021/664 now in force, defining the regulatory framework for U-Space, the establishment of U-spaces in EU will soon be a reality in some countries.In this paper, a stand-alone component, named DroneID5G, is designed to comply with the Network Identification (ID) service specified in 2021/664. The Drone5GID is capable of providing the Remote ID of a UAS to the national Common Information Service Provider using LTE for Machine Type Communication (LTE-M) technology. A custom protocol, based on the ASTM F311-19 standard, has been implemented between the DroneID5G and a USSP prototype for reducing the message size being transmitted. Additionally, Detect And Avoid (DAA) capabilities have been implemented by relaying air traffic data, obtained from the Traffic Information service specified in 2021/664, into a UAS’s flight controller via the DroneID5G.We present the initial experimental results, consisting of both ground and flight measurements, for investigating the performance and reliability of LTE-M network. The RSSI, RSRP, and RSRQ values have been collected at different geographical positions and altitudes from 20 to 100 meters above the ground. The ground measurements demonstrate the handover capabilities and reliability. From the flight measurements, it can be seen that the RSRP and RSRQ values decreases in relation to the altitude. Finally, the DAA capabilities are demonstrated, enabling the UAS to automatically detect an incoming aircraft and activate its failsafe.
无人机系统(UAS)交通管理(UTM)是释放UAS技术全部潜力的关键推动者。欧洲目前正在实施U-Space框架的初步服务,即欧洲联盟(EU)版本的UTM。随着欧盟委员会实施条例(EU) 2021/664的生效,为U-Space定义了监管框架,在欧盟一些国家建立U-Space将很快成为现实。本文设计了一个独立的组件,命名为DroneID5G,以符合2021/664中指定的网络识别(ID)服务。Drone5GID能够使用LTE机器类型通信(LTE- m)技术向国家通用信息服务提供商提供无人机的远程ID。基于ASTM F311-19标准的自定义协议已经在DroneID5G和USSP原型之间实现,以减少正在传输的消息大小。此外,通过将从2021/664规定的交通信息服务获得的空中交通数据通过DroneID5G中继到无人机的飞行控制器,实现了检测和避免(DAA)功能。我们提出了初步的实验结果,包括地面和飞行测量,用于研究LTE-M网络的性能和可靠性。RSSI、RSRP和RSRQ值在距离地面20 ~ 100米的不同地理位置和高度采集。地面测量结果证明了系统的切换能力和可靠性。从飞行测量可以看出,RSRP和RSRQ值随高度的变化而减小。最后,演示了DAA能力,使无人机能够自动检测来袭飞机并激活其故障保险。
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引用次数: 0
Assessing the Impact of Soil Contamination on Maize Plant Development using UAV-Based Multispectral Indices 基于无人机的多光谱指标评估土壤污染对玉米植株发育的影响
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155981
M. Gargiulo, Claudia Savarese, Francesco Tufano, S. Parrilli, Mariavittoria Verrillo, V. Cozzolino, A. Piccolo, Marco De Mizio
Contamination of the environment with toxic substances is a critical issue. Remote sensing data acquisition using small UAVs equipped with multispectral sensors, provides highresolution data without the need for destructive samples and can detect plant distress before visible symptoms appear. This study examines the impact of potentially toxic elements (PTEs) and polycyclic aromatic hydrocarbons (PAH) soil contamination on the development of maize plants using these types of data. The findings of this work highlight the usefulness of UAV-based multispectral analysis in predicting characteristic changes of the plants caused by soil changes, providing valuable information for improving environmental monitoring efficiency.
有毒物质污染环境是一个关键问题。使用配备多光谱传感器的小型无人机进行遥感数据采集,无需破坏性样本即可提供高分辨率数据,并且可以在出现明显症状之前检测到植物的危害。本研究利用这些类型的数据探讨了潜在有毒元素(pte)和多环芳烃(PAH)土壤污染对玉米植株发育的影响。本研究结果强调了基于无人机的多光谱分析在预测土壤变化引起的植物特征变化方面的有用性,为提高环境监测效率提供了有价值的信息。
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引用次数: 0
Quantifying Weather Tolerance Criteria for Delivery Drones - A UK Case Study 量化送货无人机的天气耐受标准-一个英国案例研究
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10156144
Andrew Oakey, T. Cherrett
As demand for final mile delivery has increased, the use of delivery drones is being explored in many countries, including the UK. Despite offering perceived benefits over existing methods in terms of delivery speed and reliability, there is little understanding of the design criteria needed for drones to actually realise them. This paper investigates how reliability and resilience of deliveries vary by transport mode, relating to the delivery success (i.e., can a delivery be made in a given timewindow), and the flexibility of this success (i.e., how many different time windows are possible).Comparing the performance of current UK ground transport modes and drones using historic weather and reliability data, a review of the factors that contribute to what makes a reliable and weather resistant drone service is presented. Results suggested that a significant wind tolerance would be required to achieve a level of service equal to ground transportation, with VTOL platforms requiring tolerances ranging from 14 m/s (Solent region), to more than 23 m/s (Scottish Hebrides). Fixed-wing platform tolerances were not as high, with a tolerance of 10 m/s achieving flights on almost all days in all case study areas.It is likely that some locations cannot reliably be served by drone and must depend on contingency options when flights are not possible. With significant variations in tolerance requirements, and notable seasonal variances, applications of delivery drones should be considered on a case-by-case basis, comparing to existing modes, to ensure reliable supply chains are realised.
随着对最后一英里送货需求的增加,包括英国在内的许多国家都在探索使用无人机送货。尽管无人机在交付速度和可靠性方面比现有方法有明显的优势,但人们对无人机实际实现这些优势所需的设计标准知之甚少。本文研究了交付的可靠性和弹性如何随运输方式的不同而变化,这与交付成功(即,是否可以在给定的时间窗口内完成交付)以及该成功的灵活性(即,可能有多少不同的时间窗口)有关。利用历史天气和可靠性数据,比较了当前英国地面运输模式和无人机的性能,回顾了影响可靠和耐候性无人机服务的因素。结果表明,要达到与地面运输相同的服务水平,需要显著的风容限,垂直起降平台需要的容限范围从14米/秒(索伦特地区)到23米/秒以上(苏格兰赫布里底群岛)。固定翼平台的容差没有那么高,在所有案例研究区域几乎所有的日子里都实现了10米/秒的飞行容差。有些地点可能无法可靠地由无人机提供服务,因此在无法飞行时必须依赖应急方案。由于公差要求的显著变化,以及显著的季节差异,与现有模式相比,应根据具体情况考虑送货无人机的应用,以确保实现可靠的供应链。
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引用次数: 0
Adaptive fault-tolerant trajectory tracking and attitude control of a quadrotor UAV subject to actuator faults 执行器故障下四旋翼无人机自适应容错轨迹跟踪与姿态控制
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155801
Xinyue Hu, Yifang Fu, Yulu Huang, Ban Wang, Ni Li, You-min Zhang
In this paper, an adaptive sliding mode control strategy is proposed to achieve desired trajectory tracking and attitude control for a quadrotor unmanned aerial vehicle in the presence of actuator faults. Firstly, the nominal controller is constructed by using an integral sliding mode control method with a cascaded control structure. Then, to compensate for the adverse effect of actuator faults, an adaptive sliding mode control strategy is presented to maintain desired trajectory and attitude tracking performance. Finally, a series of simulation tests are carried out to verify the capabilities and effectiveness of the adaptive fault-tolerant control method. The comparative simulation results validate the benefits and effectiveness of the proposed adaptive fault-tolerant control strategy.
针对四旋翼无人机在执行器故障情况下的轨迹跟踪和姿态控制问题,提出了一种自适应滑模控制策略。首先,采用带级联控制结构的积分滑模控制方法构造标称控制器;然后,为了补偿执行器故障的不利影响,提出了一种自适应滑模控制策略,以保持理想的轨迹和姿态跟踪性能。最后,进行了一系列仿真试验,验证了自适应容错控制方法的能力和有效性。对比仿真结果验证了所提出的自适应容错控制策略的优越性和有效性。
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引用次数: 0
Safety Procedure Using Path Planning Methods for Tilt-Wing Unmanned Aerial Vehicles 倾翼无人机路径规划安全程序研究
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155850
Éva König, Sebastian Seitz, Nicolai Voget, Lennart Danielmeier, D. Moormann
This paper presents a safety procedure for tilt-wing unmanned aerial vehicles (UAV) considering flight dynamic constraints, geofences, and static obstacles. The proposed safety procedure ensures that the UAV remains in a safe flight state or is transferred into such a state, if the initial flight path cannot be flown as planned. This is accomplished by planning an emergency flight path to one of the predefined safety points periodically during normal operation using existing path planning algorithms. This emergency flight path is planned even before an error has occurred and is automatically activated in case of errors due to external influences, system failure, or defects. Once the safety point is reached, the flight system can remain in hover state or enter a transition to landing. Within this paper, the procedure is implemented for a tilt-wing UAV and offers a safety feature that is executed at regular intervals during flight.
提出了一种考虑飞行动态约束、地理围栏和静态障碍物的倾翼无人机安全程序。拟议的安全程序确保无人机保持在安全飞行状态或被转移到这样的状态,如果初始飞行路径不能按计划飞行。这是通过使用现有的路径规划算法,在正常操作期间定期规划一条紧急飞行路径到预定的安全点之一来实现的。这种紧急飞行路径甚至在错误发生之前就已经计划好了,并且在由于外部影响、系统故障或缺陷而导致错误的情况下自动激活。一旦到达安全点,飞行系统可以保持悬停状态或进入过渡到着陆状态。在本文中,该程序在倾翼无人机上实现,并提供了在飞行过程中定期执行的安全功能。
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引用次数: 0
Hierarchical Cooperative Assignment Algorithm (CAA) for mission and path planning of multiple fixed-wing UAVs based on maximum independent sets 基于最大独立集的多架固定翼无人机任务与路径规划分层协同分配算法
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155790
Kléber M. Cabral, Jefferson Silveira, C. Rabbath, S. Givigi
Mission planning can be solved as a combinatorial optimization problem which involves computing the path and selecting the agents that will be assigned to a given task. In scenarios with multiple UAVs, the proper control of the vehicle to achieve the proposed path is also a relevant task. This paper proposes a solution to the mission planning problem that involves probabilistic search and optimization of path planning and a graph-based combinatorial solution of task assignment. In addition, we propose an invariant model predictive controller based on the SO(2) manifold to deal with the execution of UAV missions. Our results demonstrate that the algorithm is capable of assigning all agents to tasks and computing a viable and smooth trajectory for the UAVs to follow. Also, the control strategy is capable of guiding the vehicle through the trajectories generated from a start position to the task location.
任务规划可以作为一个组合优化问题来解决,包括计算路径和选择分配给给定任务的智能体。在多无人机的场景中,如何正确控制飞行器以实现所提出的路径也是一个相关的任务。本文提出了一种任务规划问题的求解方法,其中包括路径规划的概率搜索和优化以及任务分配的基于图的组合求解方法。此外,我们提出了一种基于SO(2)流形的不变模型预测控制器来处理无人机任务的执行。结果表明,该算法能够将所有智能体分配给任务,并计算出可行的平滑轨迹供无人机遵循。此外,该控制策略能够引导飞行器通过从起始位置生成的轨迹到达任务位置。
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引用次数: 0
Variable pitch propeller - blade pitch moment computational analysis 变螺距螺旋桨-桨叶螺距力矩计算分析
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10155835
Maciej Podsędkowski, Michal Lipian, D. Obidowski
The paper presents the methodology of pitching moment prediction in drone rotors equipped with a variable pitch propeller. The proposed study describes extension of the available software like QPROP to calculate the blade pitching moment. The simulation results are validated with experimental data from the wind tunnel test and shows an example use of the proposed method. The research highlights potential applications where this analysis is crucial and where challenges of variable pitch propeller design might be solved with the proposed method.
提出了一种基于变螺距螺旋桨的无人机旋翼俯仰力矩预测方法。提出的研究描述了现有的软件如QPROP的扩展,以计算桨叶俯仰力矩。仿真结果与风洞试验数据进行了验证,并给出了该方法的应用实例。该研究强调了潜在的应用,其中这种分析是至关重要的,其中可变螺距螺旋桨设计的挑战可能解决与所提出的方法。
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引用次数: 0
Experimental Quadrotor Physical Parameters Estimation 实验四旋翼机物理参数估计
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10156332
I. Cortés-Benito, Y. Tlatelpa-Osorio, M. Martínez-Ramírez, J. G. Romero, H. Rodríguez-Cortés
This paper addresses the experimental quadrotor physical parameter identification using two versions of the recently proposed technique known as dynamic regressor extension and mixing (DREM). This technique preprocesses, algebraically and dynamically, the regressor to alleviate the persistency of excitation constraints. From the recorded data in experimental flights, the quadrotor physical parameters: inertia, mass, and aerodynamic drag, are identified using a power balance-based regressor.
本文解决了实验四旋翼物理参数识别使用两个版本的最新提出的技术称为动态回归扩展和混合(DREM)。该技术对回归量进行代数和动态预处理,以减轻激励约束的持久性。从实验飞行中记录的数据,四旋翼的物理参数:惯性,质量和气动阻力,使用基于功率平衡的回归器确定。
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引用次数: 0
Design and Deployment of an Efficient Communication Service for Multi-UAV Systems 多无人机系统高效通信服务的设计与部署
Pub Date : 2023-06-06 DOI: 10.1109/ICUAS57906.2023.10156133
P. H. M. Pereira, Faezeh Pasandideh, Maik Basso, J. P. J. da Costa, Edison Pignaton de Freitas
Recent advances in the areas of microelectronics, information technology, and communication protocols have made possible the development of smaller devices, with increasing processing capacity and low energy consumption. This context contributed to the growth of applications based on the use of one or multiple Unmanned Aerial Vehicles (UAVs). Networks composed of multiple UAVs are being used as a matter of improving the effectiveness, accuracy, and minoring the time of missions. However, these applications demand a high rate of data exchange, such as the localization information of each UAV, which can be a challenge, due to the limited transmission power of certain drone platforms. This article proposes a communication service for multi-UAV systems based on dividing the UAV-fleet into groups using the communication protocol IEEE 802.11 ac. Each group has its local network, whose participants can be chosen based on the UAV’s localization or task assignment. UAVs/Drones within the same group constantly communicate, exchanging pose information and specific mission-related data. On the other hand, communication between different groups is only established by messenger drones in pre-set times. The communication service from its detailed implementation to its simulated and field validation experiments is presented in this paper. The results of three different network topologies provide evidence that the proposed communication service for multi-UAV is efficient and can be used for drone cooperative missions.
在微电子、信息技术和通信协议领域的最新进展使得开发更小的设备成为可能,这些设备具有更高的处理能力和更低的能耗。这种情况有助于基于使用一个或多个无人驾驶飞行器(uav)的应用程序的增长。由多架无人机组成的网络被用于提高效率、准确性和缩短任务时间。然而,这些应用需要高速率的数据交换,例如每架无人机的定位信息,由于某些无人机平台的传输功率有限,这可能是一个挑战。本文提出了一种基于IEEE 802.11 ac通信协议将无人机编队划分为组的多无人机系统通信服务。每个组有一个本地网络,可以根据无人机的定位或任务分配来选择其参与者。同一组内的无人机/无人机不断通信,交换姿态信息和特定任务相关数据。另一方面,不同群体之间的通信只能由信使无人机在预先设定的时间内建立。本文介绍了通信服务从具体实现到仿真和现场验证实验的全过程。三种不同网络拓扑结构的实验结果表明,所提出的多无人机通信服务是高效的,可用于无人机协同任务。
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引用次数: 0
期刊
2023 International Conference on Unmanned Aircraft Systems (ICUAS)
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