scholarly journals Selected elements of visual inspection of the collision avoidance system for light and unmanned aircraft

2019 ◽  
Vol 20 (1-2) ◽  
pp. 265-271 ◽  
Author(s):  
Grzegorz Jaromi ◽  
Damian Kordos ◽  
Tomasz Rogalski ◽  
Paweł Rzucidło ◽  
Piotr Szczerba
Keyword(s):  
Image Processing ◽  
Unmanned Aerial Vehicles ◽  
Collision Avoidance ◽  
Main Part ◽  
Visual Inspection ◽  
Unmanned Aircraft ◽  
Collision System ◽  
Aerial Vehicles ◽  
Collision Avoidance System ◽  
Formal Requirements

The work discusses selected elements of research and practical tests of the vision anti-collision system, designed for ultralight and light aircraft and unmanned aerial vehicles. At the outset, current formal requirements related to the necessity of installing anti-collision systems on aircraft are presented. The concept of IDAAS (Intruder Detection And collision Avoidance System for light aircraft) and the structure of algorithms related to image processing were presented. The main part of the work is to discuss the selected scenarios implemented during the research.

scholarly journals In-Flight Tests of Intruder Detection Vision System

Sensors ◽  
2021 ◽  
Vol 21 (21) ◽  
pp. 7360
Author(s):  
Paweł Rzucidło ◽  
Grzegorz Jaromi ◽  
Tomasz Kapuściński ◽  
Damian Kordos ◽  
Tomasz Rogalski ◽  
...  
Keyword(s):  
Unmanned Aerial Vehicles ◽  
Collision Avoidance ◽  
Vision System ◽  
Flight Tests ◽  
Aerial Vehicles ◽  
Intruder Detection ◽  
The Common ◽  
Collision Avoidance System ◽  
Formal Requirements ◽  
Near Future

In the near future, the integration of manned and unmanned aerial vehicles into the common airspace will proceed. The changes taking place mean that the safety of light aircraft, ultralight aircraft and unmanned air vehicles (UAV) will become an increasing problem. The IDAAS project (Intruder Detection And collision Avoidance System) meets the new challenges as it aims to produce technically advanced detection and collision avoidance systems for light and unmanned aerial vehicles. The work discusses selected elements of research and practical tests of the intruder detection vision system, which is part the of IDAAS project. At the outset, the current formal requirements related to the necessity of installing anticollision systems on aircraft are presented. The concept of the IDAAS system and the structure of algorithms related to image processing are also discussed. The main part of the work presents the methodology developed for the needs of dedicated flight tests, its implementation and the results obtained. The initial tests of the IDAAS system carried out on an ultralight aircraft generally indicate the possibility of the effective detection of intruders in the airspace with the use of vision methods, although they also indicated the existence of conditions in which this detection may prove difficult or even impossible.

LEGAL REGULATION OF THE USE OF UNMANNED AERIAL VEHICLES IN THE PENAL SYSTEM

2020 ◽  
pp. 29-36
Author(s):  
Анна Николаевна Королева
Keyword(s):  
Unmanned Aerial Vehicles ◽  
Personal Data ◽  
Legal Regulation ◽  
Unmanned Aircraft ◽  
Penal System ◽  
Thermal Imager ◽  
Historical Aspect ◽  
Aerial Vehicles ◽  
Arbitration Process ◽  
Duration Of Storage

Беспилотные воздушные суда и беспилотные авиационные системы становятся частью повседневной жизни, в том числе в деятельности органов и учреждений уголовно-исполнительной системы. В статье исследован исторический аспект появления беспилотных воздушных судов в России и зарубежных странах, необходимость, типовые задачи и особенности правового регулирования использования беспилотных воздушных судов в уголовно-исполнительной системе. Однако ряд вопросов до настоящего времени является предметом дискуссии и требуют правового регулирования. Современные технологии позволяют оснастить беспилотные воздушные суда различными приборами, придающими им дополнительные функциональные характеристики: приборами видео- и фотофиксации, тепловизором, громкоговорителем, оружием. В зарубежных странах сложилась разная практика регулирования: от разрешения использования беспилотных воздушных судов с оружием в правоохранительной деятельности и уголовно-исполнительной системе (США, Великобритания и др.) до протестов гражданского общества и требований законодательного запрещения использования беспилотных воздушных судов, способных причинить вред человеку. Не решены вопросы в части регулирования порядка сбора, обработки, передачи и хранения (в том числе длительности хранения) информации, полученной в ходе видео- и фотофиксации, включая передачу информации, содержащей персональные данные гражданина, в частности, его изображение. Обсуждается вопрос о соблюдении прав человека и гражданина, в том числе осужденного, при получении и использовании информации, полученной при помощи беспилотных воздушных судов в деятельности органов и учреждений уголовно-исполнительной системы. Требуется внесение изменений в процессуальное законодательство в части регулирования использования данных, полученных при помощи беспилотных воздушных судов, как доказательств, а также в целом их юридическое значение в административном, уголовном, гражданском (арбитражном) процессе. Необходимо урегулирование вопросов ответственности сотрудников уголовно-исполнительной системы, которые могут превысить полномочия с помощью использования беспилотных воздушных судов. В рамках Национальной технологической инициативы происходит активное развитие рынка АэроНет, поэтому беспилотные воздушные суда в деятельности уголовно-исполнительной системы могут стать частью этого рынка. Unmanned aerial vehicles and unmanned aircraft systems are becoming part of everyday life, including in the activities of bodies and institutions of the penal system. The article examines the historical aspect of the appearance of unmanned aerial vehicles in Russia and foreign countries, the need, typical tasks and features of the legal regulation of the use of unmanned aerial vehicles in the penal system. However, a number of issues are still the subject of discussion and require legal regulation. Modern technologies make it possible to equip unmanned aerial vehicles with various functional characteristics, ranging from video and photo capture, the availability of a thermal imager, a loudspeaker, to weapons. In different countries, different regulatory practices have developed: from allowing unmanned aerial vehicles with weapons in law enforcement and the penal system (USA, UK, etc.) to civil society protests and the requirements of the legislative prohibition on the use of unmanned aircraft that can cause harm to humans. Unresolved issues regarding the regulation of the procedure for collecting, processing, transferring and storing (including the duration of storage) of information obtained during video and photo recording, including the transmission of information containing personal data of a citizen, including its image. The issue of observing the human rights of a citizen, including a convict, is discussed when receiving and using information received by unmanned aerial vehicles in the activities of bodies and institutions of the penal system. Amendments to the procedural legislation are required in terms of regulating the use of data obtained by unmanned aerial vehicles as evidence, as well as in general their legal significance in the administrative, criminal, civil (arbitration) process. It is necessary to resolve the issues of responsibility of employees of the penitentiary system, which may exceed their authority through the use of unmanned aerial vehicles. As part of the National Technological Initiative, the AeroNet market is actively developing, therefore unmanned aerial vehicles in the activities of the penitentiary system can become part of this market.

scholarly journals Learning-Based Autonomous UAV System for Electrical and Mechanical (E&M) Device Inspection

Sensors ◽  
2021 ◽  
Vol 21 (4) ◽  
pp. 1385
Author(s):  
Yurong Feng ◽  
Kwaiwa Tse ◽  
Shengyang Chen ◽  
Chih-Yung Wen ◽  
Boyang Li
Keyword(s):  
System Design ◽  
State Estimation ◽  
Unmanned Aerial Vehicles ◽  
Visual Inspection ◽  
Spatial Information ◽  
Free Flight ◽  
Object State ◽  
Aerial Vehicles ◽  
Inspection Tasks ◽  
Autonomous Inspection

The inspection of electrical and mechanical (E&M) devices using unmanned aerial vehicles (UAVs) has become an increasingly popular choice in the last decade due to their flexibility and mobility. UAVs have the potential to reduce human involvement in visual inspection tasks, which could increase efficiency and reduce risks. This paper presents a UAV system for autonomously performing E&M device inspection. The proposed system relies on learning-based detection for perception, multi-sensor fusion for localization, and path planning for fully autonomous inspection. The perception method utilizes semantic and spatial information generated by a 2-D object detector. The information is then fused with depth measurements for object state estimation. No prior knowledge about the location and category of the target device is needed. The system design is validated by flight experiments using a quadrotor platform. The result shows that the proposed UAV system enables the inspection mission autonomously and ensures a stable and collision-free flight.

UAS Pilot Assessments of Display and Alerting for the Airborne Collision Avoidance System XU

2020 ◽  
Vol 64 (1) ◽  
pp. 159-163
Author(s):  
Casey L. Smith ◽  
R. Conrad Rorie ◽  
Kevin J. Monk ◽  
Jillian Keeler ◽  
Garrett G. Sadler
Keyword(s):  
Collision Avoidance ◽  
Unmanned Aircraft ◽  
Unmanned Aircraft Systems ◽  
Next Generation ◽  
National Airspace System ◽  
Aircraft Systems ◽  
Collision Avoidance System ◽  
Further Development ◽  
Initial Iteration ◽  
Integrated Display

Unmanned aircraft systems (UAS) must comply with specific standards to operate in the National Airspace System (NAS). Among the requirements are the detect and avoid (DAA) capabilities, which include display, alerting, and guidance specifications. Previous studies have queried pilots for their subjective feedback of these display elements on earlier systems; the present study sought pilot evaluations with an initial iteration of the unmanned variant of a Next Generation Airborne Collision Avoidance System (ACAS XU). Sixteen participants piloted simulated aircraft with both standalone and integrated DAA displays. Their opinions were gathered using post-block and post-simulation questionnaires as well as guided debriefs. The data showed pilots had better understanding and comfort with the system when using an integrated display. Pilots also rated ACAS XU alerting and guidance as generally acceptable and effective. Implications for further development of ACAS XU and DAA displays are discussed.

Intelligent cooperative collision avoidance via fuzzy potential fields

Robotica ◽  
2021 ◽  
pp. 1-20
Author(s):  
Daegyun Choi ◽  
Anirudh Chhabra ◽  
Donghoon Kim
Keyword(s):  
Unmanned Aerial Vehicles ◽  
Collision Avoidance ◽  
Fuzzy Inference ◽  
Potential Fields ◽  
Rule Base ◽  
Local Minima ◽  
Inference System ◽  
Aerial Vehicles ◽  
Different Shapes ◽  
Simulation Results

Summary This paper proposes an intelligent cooperative collision avoidance approach combining the enhanced potential field (EPF) with a fuzzy inference system (FIS) to resolve local minima and goal non-reachable with obstacles nearby issues and provide a near-optimal collision-free trajectory. A genetic algorithm is utilized to optimize parameters of membership function and rule base of the FISs. This work uses a single scenario containing all issues and interactions among unmanned aerial vehicles (UAVs) for training. For validating the performance, two scenarios containing obstacles with different shapes and several UAVs in small airspace are considered. Multiple simulation results show that the proposed approach outperforms the conventional EPF approach statistically.

scholarly journals Distributed Cooperative Avoidance Control for Multi-Unmanned Aerial Vehicles

Actuators ◽  
2018 ◽  
Vol 8 (1) ◽  
pp. 1 ◽  
Author(s):  
Sunan Huang ◽  
Rodney Swee Huat Teo ◽  
Wenqi Liu
Keyword(s):  
Unmanned Aerial Vehicles ◽  
Case Studies ◽  
Collision Avoidance ◽  
Hardware In The Loop ◽  
Crucial Issue ◽  
Communication Failure ◽  
Aerial Vehicles ◽  
Avoidance Control ◽  
Velocity Obstacle ◽  
Multi Uav

It is well-known that collision-free control is a crucial issue in the path planning of unmanned aerial vehicles (UAVs). In this paper, we explore the collision avoidance scheme in a multi-UAV system. The research is based on the concept of multi-UAV cooperation combined with information fusion. Utilizing the fused information, the velocity obstacle method is adopted to design a decentralized collision avoidance algorithm. Four case studies are presented for the demonstration of the effectiveness of the proposed method. The first two case studies are to verify if UAVs can avoid a static circular or polygonal shape obstacle. The third case is to verify if a UAV can handle a temporary communication failure. The fourth case is to verify if UAVs can avoid other moving UAVs and static obstacles. Finally, hardware-in-the-loop test is given to further illustrate the effectiveness of the proposed method.

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