plaything / play.txt
Adam Standke
Update play.txt
1f21e29 verified
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