| Glyndŵr University Research Online | |
| Conference Paper | |
| Review of unmanned aircraft system technologies to enable | |
| beyond visual line of sight (BVLOS) operations | |
| Davies, L., Bolam, R., Vagapov, Y. and Anuchin, A. | |
| This is a paper presented at the 10th International Conference on Electrical Power Drive | |
| Systems ICEPDS 2018, Novocherkassk, Russia, 3 -6 October 2018 . | |
| Copyright of the author(s). Reproduced here with their permission and the permission of the | |
| conference organisers. | |
| Recommended citation: | |
| Davies, L., Bolam, R., Vagapov, Y. and Anuchin, A. (2018) ‘Review of unmanned aircraft | |
| system technologies to enable beyond visual line of sight (BVLOS) operations’. In Proc. 10th | |
| International Conference on Electrical Power Drive Systems IC EPDS 2018, Novocherkassk, | |
| Russia, 3 -6 October 2018, pp. 1 -6. doi: 10.1109/ICEPDS.2018.8571665Abstract—The need to develop and deploy Beyond Visual | |
| Line of Sight (BVLOS) aerial vehicles has intensified over the | |
| last decade. As the demand for Unmanned Aircraft Systems | |
| (UAS) has increased, so too has the regulations that surrounds | |
| the industry. Strict regulations are currently in place but | |
| differ from country to country. Due to these regulations | |
| BVLOS innovators have been posed the task of exploring the | |
| means of operating flight missions with the UAV out of the | |
| sight of the pilot. Autonomous flight capability is not only | |
| fundamental to BVLOS operations for UAS but also likely to | |
| have a significant impact on the future development of | |
| passenger carrying autonomous aircraft. This review explores | |
| the technologies that have been developed to date that enable | |
| BVLOS applications. BVLOS flight operations have the | |
| potential to open a huge area of commercial opportunity | |
| however, there remain many concerns about the current | |
| capabilities of UAS to detect and avoid manned andunmanned airborne hazards that may pose a significant safety | |
| risk. | |
| Keywords —drones, unmanned aircraft system, BVLOS, | |
| autonomous aircraft | |
| I. INTRODUCTION | |
| Accompanying the rapid increase of drone operations | |
| over the past few years has been a comparative increase in | |
| the regulations governing the industry. The main driver for | |
| which has been the safety of societies with respect to their | |
| populations, property and environment. This cautious | |
| approach has been very successful to date and in the UK, in | |
| common with many other European countries, amateur | |
| drone operations are only permitted to take place within the | |
| Visual Line of Sight (VLOS) of the Remote Pilot. This is | |
| commonly interpreted to mean up to 500m horizontally and | |
| 400ft (120m) vertically. For commercial UAV operators | |
| Extended Visual Line of Sight (EVLOS) operations beyond | |
| the aforementioned distances may also be permissible. | |
| Applications must be submitted to the Civil AviationAuthority (CAA) for EVLOS which include an acceptable | |
| safety case and the use of deployed observers. Operations | |
| Beyond Visual Line of Sight (BVLOS) may also be | |
| permitted if an approved method of aerial separation and | |
| collision avoidance is employed or alternatively the flights | |
| are made within segregated airspace under Instrument | |
| Flying Rules (IFR) and with Air Traffic Control (ATC) | |
| clearance [1]. Fig. 1 illustrates VLOS, EVLOS and BVLOS | |
| operations. Recently many national governments have identified | |
| UAS as a key economic growth sector for technology and | |
| are keen to encourage its development. In June 2017 the | |
| Single European Sky Air traffic management Research | |
| Joint Undertaking (SESAR Joint Undertaking) released a | |
| blueprint aimed at making a strong and dynamic EU drone | |
| services market by introducing the concept of “U -Space” a | |
| low-level airspace for drone operations [3]. This airspace is | |
| intended to be in place by 2019 and extend vertically to150m. Drone operations within it are to be safe and | |
| automated for BVLOS operations. It has been predicted | |
| that the advent of BVLOS operations will herald a new | |
| boom in the drone industry [4]. | |
| It could be claimed that the first recorded BVLOS UAV | |
| mission was carried out by the Austrian army in 1849 with | |
| an attack on Venice using hot air balloons filled with | |
| explosives. [5] Since then the use of UAVs has increase | |
| substantially in both the military and commercial sectors. In | |
| the UK, BVLOS flights are more commonly conducted by | |
| the military normally under the guidance of the Military | |
| Aviation Authority (MAA), but that seems to be about the | |
| change as the UK Civil Aviation Authority has granted | |
| permission to the Defence Infrastructure Organisation | |
| Service Delivery Training (DIO SD TRG), to conduct a | |
| BVLOS test at the Salisbury Plain Training area to meet its | |
| military requirements [6], [7]. This form of approval for | |
| BVLOS flights could be applied to a wide and variednumber of government and public applications. There are | |
| quite a few scenarios where BVLOS could be executed | |
| efficiently and safely such as: package delivery, which has | |
| already been tested by Amazon; pipeline inspections that Review of Unmanned Aircraft System Technologies | |
| to Enable Beyond Visual Line of Sight | |
| (BVLOS) Operations | |
| Alecksey Anuchin | |
| Moscow Power Engineering Institute | |
| Moscow, Russia Lee Davies | |
| Glyndwr University | |
| Wrexham, UK | |
| Fig. 1. VLOS, EVLOS and BVLOS illustrated [2]. | |
| UAV Pilot Additional ObserverVLOS Flights EVLOS FlightsBVLOS Flights | |
| Range of Remote ControlVisual Range | |
| 978-1-5386 -4713 -4/18/$31.00 ©2018 IEEE Yuriy Vagapov | |
| Glyndwr University | |
| Wrexham, UK Robert Cameron Bolam | |
| Glyndwr University | |
| Wrexham, UK 2018 X International Conference on Electrical Power Drive Systems (ICEPDS)stretch over great distances; agriculture; search and rescue; | |
| policing and border control etc. [8] -[12]. BVLOS | |
| operations can arise from features on the landscape when | |
| VLOS mission encounter obstacles such as mountains, | |
| dense forests and cities. Fig. 2 demonstrates typical areas of | |
| application for VLOS and BVLOS operations. | |
| It is apparent that BVLOS capability is becoming an | |
| essential requirement as companies strive to develop | |
| autonomous passenger and air freight systems. To achieve | |
| safe deployment a UAS will depend on 360 -degree radial | |
| technologies that allow the vehicle to be aware of its | |
| surroundings. The following text reviews the BVLOS | |
| situational awareness methodologies and technologies that | |
| are currently available or in development. | |
| II. FIRST PERSON VIEW (FPV) AND DETECT AND AVOID | |
| TECHNOLOGIES | |
| In 2017 Transport Canada issued their unprecedented | |
| permission to Ventus Geospatial to perform a BVLOS test. | |
| The test was conducted using a Skyranger UAV whichreached a distance of 1.4 miles from the operator and was | |
| fitted with a camera for a First -Person View (FPV) | |
| allowing the live feed to be fed back to a monitored display | |
| [13]. For the test run a chase vehicle was also used as a | |
| back up to monitor its progress. | |
| FPV is not an uncommon means of technology to use | |
| with applications of this nature, although it could be argued | |
| that it cannot and should not replace a pilot’s own visual | |
| range as there is more to BVLOS applications than merely | |
| having a visual layout of the surrounding area. Other | |
| technologies should also be implemented for a flight plan to | |
| be executed safely. According to the reports surrounding | |
| the Skyranger test flight, the UAV was not fitted with any | |
| detect and avoid technology but in further tests will use | |
| Automatic Dependent Surveillance – Broadcast (ADS -B), | |
| which is surveillance technology that allows an aircraft to | |
| determine its position via satellite navigation and then inturn broadcast it periodically enabling it to be monitored | |
| and tracked. [14]. This, however, is not without its | |
| problems, such as the security of the UAS. A paper | |
| published by Costin and Francillon [15] questioned this | |
| lack of security in relation to protocol and practical attacks. | |
| The research concluded that there is indeed an inherent | |
| insecurity to the commercial grade ADS -B design as it was | |
| missing the most basic of security protocols. Taking this | |
| into consideration however, one of the most recent ADS -B | |
| products has been used for BVLOS operations is the | |
| Ping20s which has been successfully used on a UAV. It | |
| was used in a successful night and day test which was | |
| performed by Australian company V -Tol Aerospace and UK based RelmaTech [16]. Presently the Ping20s is | |
| possibly the world’s smallest and affordable Mode S ADS - | |
| B transponder and allows UAV’s to respond to Mode S | |
| radar [17] (Fig. 3). This UAV was also fitted with aGosHawk -II HD sensor and its integrated laser rangefinders | |
| can determine exact distance under all environmental | |
| conditions. It is also equipped with optical sensors for both | |
| night and daytime operations [18]. The need to be able to | |
| fly at night is an essential commodity in the drone industry | |
| and the development of this technology could pave the way | |
| for regulated night missions to become a reality. | |
| There is also an obvious need for a UAV to be aware of | |
| its surroundings and aware of other air traffic by using | |
| detect and avoid technology. One such technology has been | |
| developed and a paper published by Balachandran et al. | |
| [19]. The paper explores an approach that enables a | |
| multitude of aircraft to coordinate their own manoeuvres. | |
| This is achieved by each of the aircraft implicitly agreeing | |
| on the region of the airspace that they will be occupying at | |
| that time. This in turn has led to the construction of a | |
| feedback mechanism that can be executed in real time. Theplanning of this process assumes that all the aircraft will | |
| reside in their own region and it is this assumption that is | |
| crucial to ensure that no aircraft are able to occupy the | |
| same airspace. Information is shared between the aircraft in | |
| relation to when one aircraft speeds up or slows down and | |
| will then asses the likelihood of a collision. If an aircraft | |
| enters an adjacent zone occupied by another aircraft it will | |
| be required to enter a holding pattern until it decides that it | |
| is safe to proceed it is therefore much more suited to | |
| multirotor UAV’s than fixed wing craft. This decision - | |
| making ability can also serve as a feedback mechanism. | |
| The conclusion raised in the paper states that the best Fig. 2. VLOS and BVLOS mission applications. | |
| Fig. 3. Ping20s transponder [17]. | |
| Hobbyists | |
| Sport | |
| Real Estate | |
| Cinematography Structural | |
| Inspections | |
| Surveying | |
| Mapping | |
| Environmental | |
| Research | |
| First | |
| RespondersSearch and Rescue | |
| Package Delivery | |
| Linear Inspection(Rail, Oil and Power)Border Patrol | |
| Fish and GameVLOS BVLOSmethod would be to enforce separation between aircraft by | |
| using geo -fencing restraints. | |
| III. UAS T RAFFIC MANAGEMENT (UTM) S YSTEM | |
| NASA has been a major contributor to the world of | |
| UAS and has explored and developed prototype | |
| technologies for a UAS Traffic Management (UTM) | |
| system [21]. It is thought that this will enable the | |
| integration requirements needed for safe and efficient low | |
| altitude applications to be performed [19]. The paper | |
| presented by Kopardekar et al. [21] proposed a concept of | |
| operations for the UTM model. However, flying drones and | |
| small UAV’s in a civilian airspace presents its own | |
| challenges, for example in the event that there is a need to | |
| avoid a forced landing due to collision or due to failings of | |
| an aircraft’s control system. Their research is based on | |
| lessons learned through aviation history and how they can | |
| implement that into present day aviation. They believe that | |
| it is expected that all UAS will have the ability to operatesafely in variable weather conditions and in both controlled | |
| and uncontrolled airspace due to the advancement in | |
| technologies. All UAS will stay clear of each other as well | |
| as manned aircraft and all UAV operators and systems will | |
| be required to have up to date awareness of traffic | |
| constraints from the ground upwards. The aims of the UTM | |
| model is to be flexible in certain areas but vigorously | |
| structured in other areas when it is required. It is a risk - | |
| based model that is currently aimed at low risk | |
| environments and will eventually progress in to higher risk | |
| scenarios and environments. | |
| One of the key attributes of NASA’s UAS UTM system | |
| design is that it would not require any human operators to | |
| monitor the vehicles closely at all times. It is proposed that | |
| in its fully developed form the system could be further | |
| developed to have the following autonomous programming | |
| characteristics that include; self -configuration, self -protection from airborne hazards, land hazards and self - | |
| optimisation during the mission in relation to current and | |
| predicted weather conditions. NASA also hopes to deliver | |
| two types of UTM systems with one being a portable UTM | |
| system that can be transported between areas to support | |
| operations. Whilst the second proposed concept would be | |
| in constant availability for a geographical area. This would | |
| enable the possibility of BVLOS applications to be | |
| delivered safely within this area [20]. Working with NASA | |
| in this development is Gryphon Sensors who at present | |
| have developed a sensor system that detects, identifies and | |
| tracks UAS. By using their main product Skylight, it | |
| provides an integrated picture consisting of radar for long | |
| range detection, spectrum sensing, controllers transiting | |
| radio frequency signals and Electro -Optical/Infrared (EO/ | |
| IR) cameras for visual detection of potential hazards [22]. | |
| Sense and avoid technologies are a must and arefundamental part of any equipment that is to be used for | |
| BVLOS applications. | |
| IV . RADAR FOR UAS A PPLICATIONS | |
| Radar is a prerequisite for UTM applications for | |
| unmanned aircraft. One of the most notable is the Foretem | |
| DroneHunter UAV (Fig. 4), which operates a BVLOS as a | |
| defence for day and night aerial security and boast as being | |
| the first counter drone system that can operate BLOS | |
| (Beyond Line of Sight) [23]. The UAV is equipped with a novel piece of hardware | |
| called the Fortem TrueView radar model R20 and is based | |
| on radar technology used by the US department of defence | |
| drone programme. It provides the pilot the ability to detect | |
| objects from the air at long ranges to enhance the avoidance | |
| of other aircraft, aerial objects and other structures. One of | |
| the main additions of this device is the option for complete | |
| end to end integration which in turn allows for command | |
| and controlled autopilots [24]. It is also proposed thatautopilots will be able to execute mission safely even in | |
| more crowded spaces due to TrueView Radar as it can | |
| detect obstacles in its surroundings with sufficient time to | |
| determine the potential of an incident and then in turn stay | |
| well clear by manoeuvring to a safe place or to a safe | |
| distance. | |
| As well as the Foretem TrueView radar, Sematica | |
| Aerospace have developed the Zeus Radar System that has | |
| been specifically designed for UAS [25]. The system has | |
| been described to enhance situational awareness of any air | |
| bound craft entering the nearby airspace by using state of | |
| the art solid state radar and advanced signal processing | |
| techniques. Solid state radar has the ability to conduct | |
| ‘sweeps’ that can be adjusted in real time by the operator | |
| and embodies a range of different signals can be employed | |
| for more efficient signal processing [26]. This type of radar | |
| can use Doppler radar as well as pulsed radar without theneed for extra equipment so that it cannot only see objects | |
| within its airspace but also calculate and determine if the | |
| objects are moving. Although not a new technique the fact | |
| that it has been developed and engineered for UAS means | |
| that BVLOS could be one step closer. | |
| Another company that has been working with NASA to | |
| develop sense and avoid (SAA) systems is Vigilant | |
| Aerospace who have completed successful testing of its | |
| new and recently developed FlightHorizon detect and | |
| avoidance system [27]. | |
| This software provides the operator and autopilots with | |
| complete situational awareness, detect and avoid system. | |
| By gathering data from various sources such as aviation | |
| transponders, ground based radar pulses and air traffic | |
| warnings. Vigilant Aerospace also incorporated an | |
| exclusive NASA patent software, which forms the | |
| backbone of the FlightHorizon product. The invention and | |
| patent by Arteaga [28] which is basically an ADS -B systemdetails that traffic information will be included in the | |
| transmission and through telemetry communication that is | |
| transmitted to a remote ground system. The invention goes | |
| Fig. 4. Foretem DroneHunter in action [23].further to propose the methods for displaying a general | |
| layout of aviation traffic information in possibly three or | |
| four-dimensional trajectories using an industry standard | |
| Earth Browser for heightened situational awareness and an | |
| enhanced visual range of possible traffic and obstacles in its | |
| flight path. It is also claimed that the novel invention can | |
| enable and enhance visual acquisition of traffic and traffic | |
| alerts [28]. | |
| V. BVLOS M ISSIONS AND ARTIFICIAL INTELLIGENCE (AI) | |
| In France BVLOS has been permitted since 2012 and | |
| the first BVLOS application test was successfully | |
| completed for inspecting power lines, by Delair -Tech who | |
| flew a UAV for over 30 miles using a 3G wireless network | |
| to guide the drone (Fig. 5). The company were granted a | |
| specific flight corridor in which conducted the test flight. | |
| Although the flight was conduct via autopilot, two pilots | |
| were present at the start and two pilots were present at thelanding site. Using the 3G network allowed for real -time | |
| communication from any distance as long as there was 3G | |
| coverage [29]. | |
| 2017 saw Israel step up its involvement in the BVLOS | |
| UAS sector and has recently granted full permission for | |
| BVLOS flights. The award was given by the Civil Aviation | |
| Authority of Israel (CAAI), to Airobotics who have | |
| developed a UAV that can achieve and execute missions | |
| safely without the aid of a pilot (Fig. 6). On -board is | |
| Airobotics own computer software which also incorporates | |
| Artificial Intelligence (AI) which is programmed to make | |
| decisions and execute actions that are usually performed by | |
| a human pilot [30]. The BVLOS platform is based on three | |
| parts. The first component was the UAV, named | |
| “Optimus”, which is a drone that is capable of flying thirty - | |
| minute missions whilst being equipped with a one -kilogram | |
| payload. The second component is a completely unmanned, | |
| automated airbase from which the UAV can be launchedfrom and also lands on. The third and final piece and the | |
| most important is the software and the AI software, which | |
| enables operators to use the software easily and manage | |
| missions just with one click [31]. | |
| This may sound as though the problem that was once | |
| facing the drone industry has been solved, however the use | |
| of AI itself presents problems of its own. AI itself is a | |
| controversial topic for both industry and politics. Keeping | |
| AI, or narrow AI, which is purely focused on autonomous | |
| drone navigation, at a level that is beneficial for the good of | |
| mankind is hotly debated and motivates many research | |
| areas although flight safety is always the key element to be considered. The goal for most research is to create general | |
| AI that far outgrows the relative conformity if narrow AI | |
| [31]. Currently the AI that we are living with are neural | |
| networks and machine learning algorithms that are used in | |
| everyday common devices [31]. A main concern is for ourown preservation as it is feared that AI could at some point | |
| become intelligent enough to replace humans and become | |
| part of a technological singularity. Indeed this is a situation | |
| some may even welcome as they see AI as a panacea for | |
| civilisation [32] even though AI might outperform humans | |
| at every cognitive task and risks rendering us obsolete [31]. | |
| AI will undoubtedly have a major impact on people’s lives, | |
| but the benefits are undeniable. | |
| VI. UAS S ENSOR FUSION | |
| Sensory communication with any UAS is paramount to | |
| operating beyond the pilots’ field of vision. A study into | |
| potential sensory appliances has been presented by Zhahir | |
| et al. [34] and looked at the current development of UAV | |
| sense and avoid systems. One possible theory presented as | |
| a possible way to achieve safe BVLOS applications, was to | |
| equip an UAV with electro -optical sensors combined with | |
| radar and infrared sensory capabilities. However, badweather or overcast and cloudy conditions could affect the | |
| performance at object and hazard identification as the | |
| sensors rely on good light to be able to work at full | |
| capacity. Another possibility discussed was ‘sensor fusion’, | |
| enabling multiple sensory tasks on a UAV platform to be | |
| performed simultaneously to enhance hazard detection and | |
| minimise flight risks. Ramasamy et al. [35] details a | |
| successful test using sensor fusion. The research | |
| successfully produced a simulated study of sensor fusion | |
| which combines natural inspired sensors and non - | |
| cooperative sensors. The algorithm that was used by the | |
| researchers to achieve this is known as track to track fusion | |
| and is based on Boolean decision logic data structure that | |
| can evaluate and solve issues such as limited information of | |
| the environment or partial loss of transmitted information. | |
| The UAV platform is essential for military applications | |
| and its role in conflict and congested zones cannot beunderestimated. Small unmanned aircraft embark upon | |
| intelligence gathering missions via reconnaissance and | |
| surveillance and BVLOS is an essential component. One | |
| example of the most state of the Art recognisance UAV that | |
| has been developed for BVLOS missions is the military’s | |
| Black Hornet Nano [36] (Fig. 7). | |
| Fig. 5. Delair Tech BVLOS for power line inspection applications [29]. | |
| Fig. 6. Airobotics autonomous BVLOS system [33].This small, compact UAV is fitted with multi -sensory | |
| capability and has an integrated video stream data ink | |
| where images can be viewed in real time. Part of the UAS | |
| ability to perform BVLOS missions is that has the capacity | |
| to be programmed with a pre -planned route using GPS and | |
| can also be used in FPV with a maximum range of 1.5km | |
| distance between the operator and the UAV [36]. In | |
| comparison larger military UAS rely on satellite | |
| communication to operate rather than a direct flowing radio | |
| link. The military have further developed a system that can | |
| detect other aircraft so that they may be targeted by air to | |
| air missiles. The system known as Active Electronically | |
| Scanned Array (AESA) radar, which is also known as an | |
| active phase array radar, which operates by emitting a pulse | |
| signal from a transmitter that in turn is received by an | |
| onboard antenna that receives amplified echoes of any | |
| objects in the vicinity. | |
| Texas Instruments, in 2016 discussed the benefits ofdeveloping a low latency design for video enabled drones | |
| [37]. One of the main features that a piloted UAV requires | |
| would be an onboard camera as well as a range of other | |
| SAA instruments. The needs of the camera are directly | |
| linked to the needs of the UAV. A low power consumption | |
| rate is necessary so that it does not impact on the UAV’s | |
| power supply and just as important a low latency data | |
| collection design is needed. As with any optical capturing | |
| instrument a higher frame rate will lead to lower capture | |
| time. This is important when needing to transmit images | |
| quickly as the compression and encoding times are greatly | |
| reduced. Using industry standard compression format of | |
| H.264 will enable this encoding to be initiated quicker with | |
| limited visible loss in quality of the image. The research | |
| conducted by Texas Instruments proposes to fully utilise | |
| low latency and H.264 compression. This is achieved by | |
| introducing the concept of “slices” composed of severalindependently encoded macroblocks which can thus be | |
| decoded by itself without any interference of the data | |
| capture. This would also naturally decrease the render time | |
| of any image. To permit the drone to capture video the | |
| camera must be interfaced to the digital processor using one | |
| of the dedicated camera interfaces. The feed is then | |
| transmitted to a ground control unit using either 2.4 or | |
| 5.8GHz Wi -Fi which in turn will be shown on a display | |
| unit for the operator to view the FPV image. | |
| The use of video capturing sensors is a multi -faceted | |
| problem, as with any broadcast a reliable transmission | |
| signal is a must. As the wireless communication link must be able to cope with long range transmission and reception. | |
| The research looks at several ways in which this can be | |
| achieved with either antenna diversity, maximum ratio | |
| combing (MRC) and Multi -Input and Multi Output | |
| (MIMO) and finally rate adaption. This would obviouslydepend on which wireless network would be available in | |
| the area at the time of where the operation is to be flown. | |
| VII. CONCLUSION | |
| The technology for safe and efficient BVLOS mission | |
| completion is already available and seems likely to become | |
| common place. There are however, a number of factors | |
| which still need to be addressed to ensure the maximum | |
| safety for BVLOS operations. The most important of which | |
| is UAS communications technology supporting command | |
| and control, navigation, surveillance, situation awareness | |
| and the integration with Air Traffic Management (ATM) | |
| systems for remotely piloted and autonomous aircraft. | |
| Development in these technologies and their | |
| miniaturisation remains an enabler of future UAS BVLOS | |
| capabilities. | |
| The regulations surrounding BVLOS are currently | |
| subject to revision as the new European airspace U -Space | |
| develops. As BVLOS technology grows and improves so | |
| too should the airworthiness regulations to facilitate andguide the industry sector and the deployment of drones in | |
| our society. | |
| Autonomous flight capability is not only fundamental to | |
| BVLOS operations for UAS but also likely to have a | |
| significant impact on the future development of passenger | |
| carrying autonomous aircraft. Minimising the Human | |
| Factor in aircraft flight has always been a major safety goal | |
| and also provides the potential to reduce operational costs. | |
| It would therefore appear that the benefits of achieving | |
| BVLOS capabilities are likely to outweigh the risks that are | |
| currently attributed to an UAS flying beyond an operator’s | |
| line of sight. | |
| REFERENCES | |
| [1] Civil Aviation Authority. (2015, March 31). CAP 722 Unmanned | |
| Aircraft System Operations in UK Airspace —Guidance . (6th ed.) | |
| [Online]. Available: https://publicapps.caa.co.uk/docs/33/CAP% | |
| 20722%20Sixth%20Edition%20March%202015.pdf | |
| [2] C. Stocker, R. Bennett, F. Nex, M. Gerke, and J. Zevenbergen,“Review of the current state of UAV regulations,” Remote Sensing , | |
| vol. 9, no. 5, article 459, 2017. | |
| [3] European Commission. Press Release. (2017, June 16). Aviation: | |
| Commission is Taking the European Drone Sector to New Heights . | |
| [Online]. Available: http://europa.eu/rapid/press -release_IP -17- | |
| 1605_en.pdf | |
| [4] A. Perlman (2017, Feb. 16). “Inside BVLOS, the drone industry's | |
| next game -changer”, UAV Coach . [Online]. Available: https:// | |
| uavcoach.com/inside -bvlos | |
| [5] Imperial War Museums. (2018, Jan. 30). A Brief History of Drones . | |
| [Online]. Available: http://www.iwm.org.uk/history/a -brief -history - | |
| of-drones | |
| [6] Civil Aviation Authority, CAP 1612 Airspace Change Decision: | |
| Beyond Visual Line of Sight Unmanned Aircraft Systems Operations | |
| in EG D128 – Everleigh , Gatwick: CAA, 2017. | |
| [7] Defence Infrastructure Organisation. (2017, Dec. 6). Proposal for | |
| Beyond Visual Line of Sight Formal (BVLOS) Remotely Piloted AirSystems (RPAS) Operations in EDG 128 – Everleigh . [Online]. | |
| Available: https://www.caa.co.uk/uploadedFiles/CAA/Content/ | |
| Standard_Content/Commercial_industry/Airspace/ | |
| Airspace_change/20171016 -FORMAL%20PROPOSAL%20FOR% | |
| Fig. 7. Black Hornet Nano [38].20BVLOS%20RPAS%20OPERATIONS%20IN%20D128% | |
| 20EVERLEIGH.pdf | |
| [8] H. Gonzalez -Jorge, J. Martinez -Sanchez, M. Bueno, and P. Arias, | |
| “Unmanned aerial systems for civil applications: A review,” Drones , | |
| vol. 1, no. 1, article 2, 2017. | |
| [9] D. Day, “Drones for transmission infrastructure inspection and | |
| mapping improve efficiency,” Natural Gas and Electricity , vol. 33, | |
| no.12, pp. 7 –11, July 2017. | |
| [10] M. Pappota, and R.J. de Boera, “The integration of drones in today’s | |
| society,” Procedia Engineering , vol. 128, pp. 54 -63, 2015. | |
| [11] J.-L. Liardon, L. Hostettler, L. Zulliger, K. Kangur, N.G. Shaik, and | |
| D.A. Barry, “Lake imaging and monitoring aerial drone,” | |
| HardwareX , 2018, doi: https://doi.org/10.1016/j.ohx.2017.10.003 | |
| [12] V.E. Hovstein, A. Sægrov, and T.A. Johansen, “Experiences with | |
| coastal and maritime UAS BLOS operation with phased -array | |
| antenna digital payload data link,” in Proc. Int. Conf. on UnmannedAircraft Systems (ICUAS) , Orlando, FL, USA, 27 -30 May 2014, pp. | |
| 261-266. | |
| [13] J. Plaza (2017, March 29). “First commercial drone flight conducted | |
| beyond visual line of sight in Canada,” Commercial UAV News . | |
| [Online]. Available: https://www.expouav.com/news/latest/first - | |
| commercial -drone -flight -conducted -beyond -visual -line-sight -canada | |
| [14] J. Zimmerman (2013, Jan. 17). “ADS -B 101: What it is and why you | |
| should care,” Air Facts Journal . [Online]. Available: https:// | |
| airfactsjournal.com/2013/01/ads -b-101-what -it-is-and-why-you- | |
| should -care | |
| [15] A. Costin, and A. Francillon, “Ghost in the Air(Traffic): On | |
| insecurity of ADS -B protocol and practical attacks on ADS -B | |
| devices,” Black Hat , July 2012. [Online]. Available: https:// | |
| media.blackhat.com/bh -us-12/Briefings/Costin/ | |
| BH_US_12_Costin_Ghosts_In_Air_WP.pdf | |
| [16] V-Tol. (2017, Dec. 21). V -Tol Conducts Advanced BVLOS ADS -B | |
| Equipped Flight Operations . [Online]. Available: http://v -tol.com/v -tol-conducts -advanced -bvlos -ads-b-equipped -flight -operations | |
| [17] uAvionix. (2018). Ping20S . [Online]. Available: https:// | |
| www.uavionix.com/products/ping20s | |
| [18] Lotus Aviation Technology (2018). Electro Optic Gimbal . [Online]. | |
| Available: http://www.lotusaviation.com/goshawk_ii_hd.php. | |
| [19] S. Balachandran, C. Munoz, and M. Consiglio, “Implicitly | |
| coordinated detect and avoid capability for safe autonomous | |
| operation of small UAS,” in Proc. 17th AIAA Aviation Technology, | |
| Integration, and Operations Conference , Denver, Colorado, 5 -9 June | |
| 2017, pp.1 -10. | |
| [20] M. Johnson, J. Jung, J. Rios, J. Mercer, J. Homola, T. Prevot, D. | |
| Mulfinger, and P. Kopardekar, “Flight test evaluation of an | |
| unmanned aircraft system traffic management (UTM) concept for | |
| multiple beyond -visual -line-of-sight operations,” in Proc. 12th USA/ | |
| Europe Air Traffic Management Research and Development | |
| Seminar , Seattle, WA, USA, 26 -30 Jun. 2017, pp. 1 -10.[21] P. Kopardekar, J. Rios, T. Prevot , M. Johnson, J. Jung, and J.E. | |
| Robinson III, “Unmanned aircraft system traffic management (UTM) | |
| concept of operations,” in Proc. 16th AIAA Aviation Technology, | |
| Integration, and Operations Conference , Washington, DC, USA, 13 - | |
| 17 June 2016, pp. 1 -16. | |
| [22] Gryphon Sensors. (2017). What Is Skylight? [Online]. Available: | |
| http://gryphonsensors.com/products/#product -showcase [23] Fortem Technologies. (2017). Autonomous Counter -UAV System. | |
| Fortem DroneHunter. [Online]. Available: http:// | |
| www.fortemtech.com/dronehunter.html | |
| [24] Fortem Technologies. (2017). Small Long -Range Radar for UAVs . | |
| Fortem TrueView . [Online]. Available: http://fortemtech.com/ | |
| r20.html | |
| [25] Seamatica Aerospace. (2018). Zeus Radar System . [Online]. | |
| Available: http://seamatica.weebly.com/zeus -radar -system.html | |
| [26] T. Burden (2018, Feb. 26). “A new wave of marine radar,” West | |
| Marine. [Online]. Available: https://www.westmarine.com/WestAdvisor/New -Radar -Technology | |
| [27] C. Rees (2017, Jan. 30). “New detect -and-avoid system for drones | |
| completes BLOS flight tests,” Unmanned Systems Technology . | |
| [Online]. Available: http:// | |
| www.unmannedsystemstechnology.com/2017/01/vigilant -aerospace - | |
| completes -blos-uas-testing -nasa-flight -research -center | |
| [28] R. Arteaga, “Automatic dependent surveillance broadcast (ADS -B) | |
| system for ownership and traffic situational awareness,” US Patent | |
| 9405005 B1, 2016. | |
| [29] Delair -Tech. Press Release. (2017, June 8). 1st in France: Drone | |
| Completes 30 miles BVLOS Flight via 3G Cell Network . [Online]. | |
| Available: http://delair.aero/wp -content/uploads/2017/06/Press - | |
| Release_RTE_EN -1.pdf | |
| [30] C. Rees (2017, March 31). “Airobotics approved to fly fully - | |
| automated BVLOS drones,” Unmanned Systems Technology . | |
| [Online]. Available: http:// | |
| www.unmannedsystemstechnology.com/2017/03/airobotics -granted - | |
| approval -fly-fully -automated -commercial -drones[31] Future of Life Institute. (2017). Benefits and Risks of Artificial | |
| Intelligence . [Online]. Available: https://futureoflife.org/background/ | |
| benefits -risks -of-artificial -intelligence | |
| [32] D. Galeon (2017, April 15). “Artificial intelligence is only dangerous | |
| if humans use it foolishly,” Futurism. [Online]. Available: https:// | |
| futurism.com/artificial -intelligence -only-dangerous -humans -use- | |
| foolishly | |
| [33] G. Bazzolo. (2017, Apr 12). Investment Data: Airobotics from Israel | |
| gets the first world license to fly commercial drones fully automated. | |
| beBee . [Online]. Available: https://www.bebee.com/producer/ | |
| @www -qudron -com/investment -data-airobotics -from -israel -gets-the | |
| -first-world -license -to-fly-commercial -drones -fully-automated | |
| [34] A. Zhahir, A. Razali, and M. Mohd Ajir, “Current development of | |
| UAV sense and avoid system,” IOP Conf. Series: Materials Science | |
| and Engineering , vol. 152, article. 012035, 2016.[35] S. Ramasamy, R. Sabatini, and A. Gardi, “Avionics sensor fusion for | |
| small size unmanned aircraft Sense -and-Avoid,” in Proc. IEEE Conf. | |
| Metrology for Aerospace (MetroAeroSpace) , Benevento, Italy, 29 -30 | |
| May 2014, pp. 271 -276. | |
| [36] Aviassist. Commercial Drone Blog. (2017). The Opportunities and | |
| Challenges of Flying Beyond Line of Sight (BVLOS). [Online]. | |
| Available: https://www.aviassist.com.au/opportunities -challenges - | |
| flying -drones -beyond -line-sight -bvlos | |
| [37] D. Barrett, and P. Desai (2016). Low-latency Design Considerations | |
| for Video -enabled Drones. [Online]. Available: http://www.ti.com/ | |
| lit/wp/spry301/spry301.pdf | |
| [38] Wikipedia. (2017, Oct. 21). Black Hornet Nano . [Online]. Available; | |
| https://en.wikipedia.org/wiki/Black_Hornet_Nano |