Mini Unmanned Aerial Systems (UAV) - a Review of the Parameters for Classification of a Mini AU V
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Introduction to Unmanned Aerial Vehicle (UAV) Flight
Introduction to Unmanned Aerial Vehicle (UAV) Flight PEIMS Code: N1304670 Abbreviation: PRINUAV Grade Level(s): 10-12 Award of Credit: 1.0 Approved Innovative Course • Districts must have local board approval to implement innovative courses. • In accordance with Texas Administrative Code (TAC) §74.27, school districts must provide instruction in all essential knowledge and skills identified in this innovative course. • Innovative courses may only satisfy elective credit toward graduation requirements. • Please refer to TAC §74.13 for guidance on endorsements. Course Description: The Introduction to Unmanned Aerial Vehicle (UAV) Flight course is designed to prepare students for entry-level employment or continuing education in piloting UAV operations. Principles of UAV is designed to instruct students in UAV flight navigation, industry laws and regulations, and safety regulations. Students are also exposed to mission planning procedures, environmental factors, and human factors involved in the UAV industry. Essential Knowledge and Skills: (a) General Requirements. This course is recommended for students in Grades 10-12. Recommended prerequisite: Principles of Transportation Systems. Students shall be awarded one credit for successful completion of this course. (b) Introduction (1) The Transportation, Distribution, and Logistics Career Cluster focuses on planning, management, and movement of people, materials, and goods by road, pipeline, air, rail, and water and related professional support services such as transportation infrastructure planning and management, logistics services, mobile equipment, and facility maintenance. (2) The Introduction to Unmanned Aerial Vehicle (UAV) Flight course is designed to prepare students for entry-level employment or continuing education in piloting UAV operations. Principles of UAV is designed to instruct students in UAV flight navigation, industry laws and regulations, and safety regulations. -
Optimal Control of a Helicopter Unmanned Aerial Vehicle (UAV)
Scholars' Mine Masters Theses Student Theses and Dissertations 2011 Optimal control of a helicopter unmanned aerial vehicle (UAV) David John Nodland Follow this and additional works at: https://scholarsmine.mst.edu/masters_theses Part of the Electrical and Computer Engineering Commons Department: Recommended Citation Nodland, David John, "Optimal control of a helicopter unmanned aerial vehicle (UAV)" (2011). Masters Theses. 5417. https://scholarsmine.mst.edu/masters_theses/5417 This thesis is brought to you by Scholars' Mine, a service of the Missouri S&T Library and Learning Resources. This work is protected by U. S. Copyright Law. Unauthorized use including reproduction for redistribution requires the permission of the copyright holder. For more information, please contact [email protected]. i ii OPTIMAL CONTROL OF A HELICOPTER UNMANNED AERIAL VEHICLE (UAV) by DAVID JOHN NODLAND A THESIS Presented to the Faculty of the Graduate School of the MISSOURI UNIVERSITY OF SCIENCE AND TECHNOLOGY In Partial Fulfillment of the Requirements for the Degree MASTER OF SCIENCE IN ELECTRICAL ENGINEERING 2011 Approved by Jagannathan Sarangapani, Advisor Kelvin T. Erickson Maciej Zawodniok iii iii PUBLICATION THESIS OPTION This thesis consists of the following two papers: paper 1, pages 10-57, D. Nodland, H. Zargarzadeh, and S. Jagannathan, “Neural Network-based Optimal Output Feedback Control for Trajectory Tracking of a Helicopter UAV,” to be submitted to IEEE Transactions on Neural Networks, and paper 2, pages 58-91, D. Nodland, A. Ghosh, H. Zargarzadeh, and S. Jagannathan, “Neuro-Optimal Control of an Unmanned Helicopter,” in Journal of Defense Modeling and Simulation Special Issue: Intelligent Behaviors in Military Unmanned Systems, 2012, to appear. -
Unmanned Aircraft System (UAS): Regulatory Framework and Challenges
Unmanned Aircraft System (UAS): regulatory framework and challenges NAM/CAR/SAM Civil - Military Cooperation Havana, Cuba, 13 – 17 April 2015 Overview • Background • Objective • UAV? • Assumptions • Challenges • Regulatory Framework • UAS in ATM System • Emerging Situational Technologies • Recommendations Background Can an UAS operate in controlled airspace? Which technologies can be used to reduce the impact? UAS in civil applications Improve the regulations for UAS operations ICAO Global ATM operational concept (Doc 9854) UAV: “[a]n unmanned aerial vehicle is a pilotless aircraft, in the sense of Article 8 of the Convention on International Civil Aviation, which is flown without a pilot-in-command on-board and is either remotely and fully controlled from another place (ground, another aircraft, space) or programmed and fully autonomous.” Objective • This presentation provides an overview of the regulatory frameworks for the UAS activities and how to ensure safe operations in the ATS system. • It also addresses regional coordination between States and other stakeholders for UAS operations during natural disaster events. • It explains future challenges of the UAS into the ATM system. 6 Assumptions UAS is another user of the airspace The ATM should be able to allow the UAS operations The activities should include both civil and military air operations The first step is regulatory framework for the UAS in order to ensure safety integrated operations into the ATM system States to disseminate ATS procedures for UAS air operations UAVs applications Demand of RPAS for Military & civil operations International Military operations SAR, Coastguard / coastline and sea-lane monitoring Fire Services and Forestry Fire detection, incident control Owners / operators of model aircraft doing to commercial activity Many non-aviation businesses and entities importing RPAS Aerial photography, Film, video, still, etc. -
Unmanned Aerial Vehicle Operating Mode Classification Using Deep
aerospace Article Unmanned Aerial Vehicle Operating Mode Classification Using Deep Residual Learning Feature Extraction Carolyn J. Swinney 1,2,* and John C. Woods 1 1 Computer Science and Electronic Engineering Department, University of Essex, Colchester CO4 3SQ, UK; [email protected] 2 Air and Space Warfare Centre, Royal Air Force Waddington, Lincoln LN5 9NB, UK * Correspondence: [email protected] Abstract: Unmanned Aerial Vehicles (UAVs) undoubtedly pose many security challenges. We need only look to the December 2018 Gatwick Airport incident for an example of the disruption UAVs can cause. In total, 1000 flights were grounded for 36 h over the Christmas period which was estimated to cost over 50 million pounds. In this paper, we introduce a novel approach which considers UAV detection as an imagery classification problem. We consider signal representations Power Spectral Density (PSD); Spectrogram, Histogram and raw IQ constellation as graphical images presented to a deep Convolution Neural Network (CNN) ResNet50 for feature extraction. Pre-trained on ImageNet, transfer learning is utilised to mitigate the requirement for a large signal dataset. We evaluate performance through machine learning classifier Logistic Regression. Three popular UAVs are classified in different modes; switched on; hovering; flying; flying with video; and no UAV present, creating a total of 10 classes. Our results, validated with 5-fold cross validation and an independent dataset, show PSD representation to produce over 91% accuracy for 10 classifications. Our paper treats UAV detection as an imagery classification problem by presenting signal representations as images to a ResNet50, utilising the benefits of transfer learning and outperforming previous work in the field. -
Downloadfile/566729524649660/Duartefigueiredo Thesis.Pdf (Accessed on 20 May 2021)
drones Article Development of a Solar-Powered Unmanned Aerial Vehicle for Extended Flight Endurance Yauhei Chu †, Chunleung Ho †, Yoonjo Lee † and Boyang Li * Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China; [email protected] (Y.C.); [email protected] (C.H.); [email protected] (Y.L.) * Correspondence: [email protected]; Tel.: +852-340-082-31 † Authors have contributed equally. Abstract: Having an exciting array of applications, the scope of unmanned aerial vehicle (UAV) application could be far wider one if its flight endurance can be prolonged. Solar-powered UAV, promising notable prolongation in flight endurance, is drawing increasing attention in the industries’ recent research and development. This work arose from a Bachelor’s degree capstone project at Hong Kong Polytechnic University. The project aims to modify a 2-metre wingspan remote-controlled (RC) UAV available in the consumer market to be powered by a combination of solar and battery-stored power. The major objective is to greatly increase the flight endurance of the UAV by the power generated from the solar panels. The power system is first designed by selecting the suitable system architecture and then by selecting suitable components related to solar power. The flight control system is configured to conduct flight tests and validate the power system performance. Under fair experimental conditions with desirable weather conditions, the solar power system on the aircraft results in 22.5% savings in the use of battery-stored capacity. The decrease rate of battery voltage Citation: Chu, Y.; Ho, C.; Lee, Y.; Li, during the stable level flight of the solar-powered UAV built is also much slower than the same B. -
Design and Autonomous Stabilization of a Ballistically-Launched Multirotor
Design and Autonomous Stabilization of a Ballistically-Launched Multirotor Amanda Bouman1, Paul Nadan2, Matthew Anderson3, Daniel Pastor1, Jacob Izraelevitz3, Joel Burdick1, and Brett Kennedy3 Abstract—Aircraft that can launch ballistically and con- vert to autonomous, free-flying drones have applications in many areas such as emergency response, defense, and space exploration, where they can gather critical situa- tional data using onboard sensors. This paper presents a ballistically-launched, autonomously-stabilizing multirotor pro- totype (SQUID - Streamlined Quick Unfolding Investigation Drone) with an onboard sensor suite, autonomy pipeline, and passive aerodynamic stability. We demonstrate autonomous transition from passive to vision-based, active stabilization, confirming the multirotor’s ability to autonomously stabilize after a ballistic launch in a GPS-denied environment. I. INTRODUCTION Unmanned fixed-wing and multirotor aircraft are usually launched manually by an attentive human operator. Aerial systems that can instead be launched ballistically without op- erator intervention will play an important role in emergency response, defense, and space exploration where situational awareness is often required, but the ability to conventionally launch aircraft to gather this information is not available. Firefighters responding to massive and fast-moving fires could benefit from the ability to quickly launch drones Fig. 1: Launching SQUID: inside the launcher tube (left), through the forest canopy from a moving vehicle. This eye- deploying the arms and fins (center), and fully-deployed in-the-sky could provide valuable information on the status configuration (right). Note the slack in the development safety of burning structures, fire fronts, and safe paths for rapid tether and how the carriage assembly remains in the tube retreat. -
Hezbollah and the Use of Drones As a Weapon of Terrorism
Hezbollah’s Drones Hezbollah and the Use of Drones as a Weapon of Terrorism By Milton Hoenig The international terrorist group Hezbollah, driven by resistance to Israel, now regularly sends low flying drones into Israeli airspace. These drones are launched and remotely manned from the Hezbollah stronghold in Lebanon and presumably supplied by its patron and strategic partner, Iran. On the U.S. State Department’s list of terrorist organizations since 1995, Hezbollah has secured its presence in Lebanon through various phases. It established a strong social services network, and in 2008 it became the dominant political party in the Lebanese government and supported the Assad regime in the Syrian Civil War. Hezbollah’s drone flights into Israeli airspace Hezbollah’s first flight of an unmanned aerial vehicle (UAV) or drone, into Israeli airspace for reconnaissance purposes occurred in November 2004, catching Israeli intelligence off guard. A Mirsad-1 drone (an updated version of the early Iranian Mohajer drone used for reconnaissance of Iraqi troops during the 1980s Iran-Iraq War), flew south from Lebanon into Israel, hovered over the Western Galilee town of Nahariya for about 20 minutes and then returned to Lebanon before the Israeli air force could intercept it. Hezbollah leader Hassan Nasrallah boasted that the Mirsad could reach “anywhere, deep, deep” into Israel with 40 to 50 kilograms of explosives.1 One report at the time was that Iran had supplied Hezbollah with eight such drones, and over two years some 30 Lebanese operatives had -
'Precise' Strikes: Fractured Bodies, Fractured Lives
Israel’s drone wars: An update ‘Precise’ strikes: Fractured Bodies, Fractured Lives Front Cover image: Israel’s Heron TP drone at Tel Nof Air Force base, February 2010. Credit: UPI/Debbie Hill. Note: The term ‘drone’ is used interchangeably with ‘Unmanned Aerial Vehicle (UAV)’ Drone Wars UK is a small British NGO established in 2010 to undertake research and advocacy around the use of armed drones. We believe that the growing use of remotely-controlled, armed unmanned systems is encouraging and enabling a lowering of the threshold for the use of lethal force as well as eroding well established human rights norms. While some argue that the technology itself is neutral, we believe that drones are a danger to global peace and security. We have seen over the past decade that once these systems are in the armoury, the temptation to use them becomes great, even beyond the constraints of international law. As more countries develop or acquire this technology, the danger to global peace and security grows. Published by Drone Wars UK Drone Wars UK Written by Chloe Skinner Peace House, 19 Paradise Street November 2019 Oxford, OX1 1LD Designed: Chris Woodward www.dronewars.net www.chriswoodwarddesign.co.uk [email protected] ‘Precise Strikes’, Fractured Bodies, Fractured Lives | Israel’s drone wars: An update | 1 Contents 1 INTRODUCTION 3 2 “A RAPIDLY-GROWING DIVISION”: Israel’s drones and their operators 5 3 “ACCESS, PERSISTENCE, ACCURACY.” The humanitarian claims made for drone technology 8 4 “IN A MATTER OF SECONDS, THEY WERE CUT TO PIECES.” Life -
Towards an Autonomous Vision-Based Unmanned Aerial System Against Wildlife Poachers
OLIVARES-MENDEZ, M.A., FU, C., LUDIVIG, P., BISSYANDÉ, T.F., KANNAN, S., ZURAD, M., ANNAIYAN, A., VOOS, H. and CAMPOY, P. 2015. Towards an autonomous vision-based unmanned aerial system against wildlife poachers. Sensors [online], 15(12), pages 31362-31391. Available from: https://doi.org/10.3390/s151229861 Towards an autonomous vision-based unmanned aerial system against wildlife poachers. OLIVARES-MENDEZ, M.A., FU, C., LUDIVIG, P., BISSYANDÉ, T.F., KANNAN, S., ZURAD, M., ANNAIYAN, A., VOOS, H. and CAMPOY, P. 2015 This document was downloaded from https://openair.rgu.ac.uk Article Towards an Autonomous Vision-Based Unmanned Aerial System against Wildlife Poachers Miguel A. Olivares-Mendez 1,∗, Changhong Fu 2, Philippe Ludivig 1, Tegawendé F. Bissyandé 1, Somasundar Kannan 1, Maciej Zurad 1, Arun Annaiyan 1, Holger Voos 1 and Pascual Campoy 2 Received: 28 September 2015; Accepted: 2 December 2015; Published: 12 December 2015 Academic Editor: Felipe Gonzalez Toro 1 Interdisciplinary Centre for Security, Reliability and Trust, SnT - University of Luxembourg, 4 Rue Alphonse Weicker, L-2721 Luxembourg, Luxembourg; [email protected] (P.L.); [email protected] (T.F.B.); [email protected] (S.K.); [email protected] (M.Z.); [email protected] (A.A.); [email protected] (H.V.) 2 Centre for Automation and Robotics (CAR), Universidad Politécnica de Madrid (UPM-CSIC), Calle de José Gutiérrez Abascal 2, 28006 Madrid, Spain; [email protected] (C.F.); [email protected] (P.C.) * Corresponce: [email protected]; Tel.: +352-46-66-44-5478; Fax: +352-46-66-44-35478 Abstract: Poaching is an illegal activity that remains out of control in many countries. -
Design, Construction and Control of a Large Quadrotor Micro Air Vehicle
Design, Construction and Control of a Large Quadrotor Micro Air Vehicle Paul Edward Ian Pounds September 2007 A thesis submitted for the degree of Doctor of Philosophy of the Australian National University Declaration The work in this thesis is my own except where otherwise stated. Paul Pounds Dedication For the past four years, I have been dogged by a single question. It was never far away - always on the lips of my friends and family, forever in my mind. This question haunted my days, kept me up at night and shadowed my every move. “Does it fly?” Without a doubt, the tenacity of this question played a pivotal role in my thesis. Its persistence and ubiquity beguiled me to go on and on, driving me to finish when I would have liked to have given up. I owe those people who voiced it gratitude for their support and motivation. So, I would like to thank you all by way of answering your question: Yes. Yes, it does. v Acknowledgements This thesis simply could not have happened without the help of my colleagues, many of whom I have come to regard as not just co-workers, but as friends. Foremost thanks to my supervisor, Robert Mahony, for his constant support, friendly ear, helpful advice, paper editing skills and frequent trips to France. He’s been invaluable in keeping me on the straight and true and preventing me from running off on pointless (yet fascinating) tangents. Special thanks to the members of my supervisory panel and research part- ners — Peter Corke, Tarek Hamel and Jongyuk Kim — for fielding questions, explaining maths in detail, reviewing papers and keeping me motivated. -
Sensors and Measurements for Unmanned Systems: an Overview
sensors Review Sensors and Measurements for Unmanned Systems: An Overview Eulalia Balestrieri 1,* , Pasquale Daponte 1, Luca De Vito 1 and Francesco Lamonaca 2 1 Department of Engineering, University of Sannio, 82100 Benevento, Italy; [email protected] (P.D.); [email protected] (L.D.V.) 2 Department of Computer Science, Modeling, Electronics and Systems (DIMES), University of Calabria, 87036 Rende, CS, Italy; [email protected] * Correspondence: [email protected] Abstract: The advance of technology has enabled the development of unmanned systems/vehicles used in the air, on the ground or on/in the water. The application range for these systems is continuously increasing, and unmanned platforms continue to be the subject of numerous studies and research contributions. This paper deals with the role of sensors and measurements in ensuring that unmanned systems work properly, meet the requirements of the target application, provide and increase their navigation capabilities, and suitably monitor and gain information on several physical quantities in the environment around them. Unmanned system types and the critical environmental factors affecting their performance are discussed. The measurements that these kinds of vehicles can carry out are presented and discussed, while also describing the most frequently used on-board sensor technologies, as well as their advantages and limitations. The paper provides some examples of sensor specifications related to some current applications, as well as describing the recent research contributions in the field. Citation: Balestrieri, E.; Daponte, P.; Keywords: unmanned systems; UAV; UGV; USV; UUV; sensors; payload; challenges De Vito, L.; Lamonaca, F. Sensors and Measurements for Unmanned Systems: An Overview. -
Research Brief On
NEVADA LEGISLATIVE RESEARCH BRIEF ON COUNSEL BUREAU UNMANNED AIRCRAFT VEHICLES JANUARY 2016 BACKGROUND INSIDE THIS BRIEF Unmanned aircraft vehicles (UAVs) were first developed for military use. With advances in technology, today, UAVs are • BACKGROUND used in various applications, including search and rescue, land surveillance, and law • IT’S A DRONE, RIGHT? enforcement. The Federal Aviation Administration (FAA) Modernization and • FEDERAL AVIATION Reform Act of 2012 (FMRA) directed ADMINISTRATION POLICY the FAA to develop a comprehensive plan for the “safe integration” of • FAA REGISTRATION OF UAV commercial UAVs into national airspace. On February 15, 2015, the FAA issued its • UAV IN THE UNITED STATES proposed regulations for flying small UAVs. • UAV IN NEVADA Commercial use of UAVs is expected to expand into many areas including: (1) cargo • OTHER SOURCES transportation; (2) commercial photography; (3) farming; (4) filming television and movies; (5) infrastructure monitoring; (6) live event coverage; and (7) security awareness. The FAA estimates there were 1.6 million sales of small unmanned aircraft, many purchased for use as model aircraft. IT’S A DRONE, RIGHT? The FAA uses the term unmanned aircraft system (UAS); however, Nevada law refers to such vehicles as UAVs. As happens with any new technology, UAVs have had many names, including: (1) drone; (2) remotely operated aircraft; (3) remotely piloted aircraft; (4) remotely piloted vehicle system; (5) unmanned aerial vehicle; and PREPARED AND UPDATED BY (6) unmanned aircraft system. IANE HORNTON D C. T RESEARCH DIVISION LEGISLATIVE COUNSEL BUREAU FEDERAL AVIATION FAA REGISTRATION OF UAV ADMINISTRATION POLICY In response to the rapid increase of sales and The FAA separates UAVs into of unsafe and unauthorized use of unmanned three categories: aircraft, the FAA issued regulations requiring, as of December 21, 2015, the 1.