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| 1 |
+
Glyndŵr University Research Online
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
Conference Paper
|
| 6 |
+
|
| 7 |
+
Review of unmanned aircraft system technologies to enable
|
| 8 |
+
beyond visual line of sight (BVLOS) operations
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
Davies, L., Bolam, R., Vagapov, Y. and Anuchin, A.
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
This is a paper presented at the 10th International Conference on Electrical Power Drive
|
| 24 |
+
Systems ICEPDS 2018, Novocherkassk, Russia, 3 -6 October 2018 .
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
Copyright of the author(s). Reproduced here with their permission and the permission of the
|
| 28 |
+
conference organisers.
|
| 29 |
+
|
| 30 |
+
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
|
| 39 |
+
|
| 40 |
+
Recommended citation:
|
| 41 |
+
|
| 42 |
+
Davies, L., Bolam, R., Vagapov, Y. and Anuchin, A. (2018) ‘Review of unmanned aircraft
|
| 43 |
+
system technologies to enable beyond visual line of sight (BVLOS) operations’. In Proc. 10th
|
| 44 |
+
International Conference on Electrical Power Drive Systems IC EPDS 2018, Novocherkassk,
|
| 45 |
+
Russia, 3 -6 October 2018, pp. 1 -6. doi: 10.1109/ICEPDS.2018.8571665Abstract—The need to develop and deploy Beyond Visual
|
| 46 |
+
Line of Sight (BVLOS) aerial vehicles has intensified over the
|
| 47 |
+
last decade. As the demand for Unmanned Aircraft Systems
|
| 48 |
+
(UAS) has increased, so too has the regulations that surrounds
|
| 49 |
+
the industry. Strict regulations are currently in place but
|
| 50 |
+
differ from country to country. Due to these regulations
|
| 51 |
+
BVLOS innovators have been posed the task of exploring the
|
| 52 |
+
means of operating flight missions with the UAV out of the
|
| 53 |
+
sight of the pilot. Autonomous flight capability is not only
|
| 54 |
+
fundamental to BVLOS operations for UAS but also likely to
|
| 55 |
+
have a significant impact on the future development of
|
| 56 |
+
passenger carrying autonomous aircraft. This review explores
|
| 57 |
+
the technologies that have been developed to date that enable
|
| 58 |
+
BVLOS applications. BVLOS flight operations have the
|
| 59 |
+
potential to open a huge area of commercial opportunity
|
| 60 |
+
however, there remain many concerns about the current
|
| 61 |
+
capabilities of UAS to detect and avoid manned andunmanned airborne hazards that may pose a significant safety
|
| 62 |
+
risk.
|
| 63 |
+
Keywords —drones, unmanned aircraft system, BVLOS,
|
| 64 |
+
autonomous aircraft
|
| 65 |
+
I. INTRODUCTION
|
| 66 |
+
Accompanying the rapid increase of drone operations
|
| 67 |
+
over the past few years has been a comparative increase in
|
| 68 |
+
the regulations governing the industry. The main driver for
|
| 69 |
+
which has been the safety of societies with respect to their
|
| 70 |
+
populations, property and environment. This cautious
|
| 71 |
+
approach has been very successful to date and in the UK, in
|
| 72 |
+
common with many other European countries, amateur
|
| 73 |
+
drone operations are only permitted to take place within the
|
| 74 |
+
Visual Line of Sight (VLOS) of the Remote Pilot. This is
|
| 75 |
+
commonly interpreted to mean up to 500m horizontally and
|
| 76 |
+
400ft (120m) vertically. For commercial UAV operators
|
| 77 |
+
Extended Visual Line of Sight (EVLOS) operations beyond
|
| 78 |
+
the aforementioned distances may also be permissible.
|
| 79 |
+
Applications must be submitted to the Civil AviationAuthority (CAA) for EVLOS which include an acceptable
|
| 80 |
+
safety case and the use of deployed observers. Operations
|
| 81 |
+
Beyond Visual Line of Sight (BVLOS) may also be
|
| 82 |
+
permitted if an approved method of aerial separation and
|
| 83 |
+
collision avoidance is employed or alternatively the flights
|
| 84 |
+
are made within segregated airspace under Instrument
|
| 85 |
+
Flying Rules (IFR) and with Air Traffic Control (ATC)
|
| 86 |
+
clearance [1]. Fig. 1 illustrates VLOS, EVLOS and BVLOS
|
| 87 |
+
operations. Recently many national governments have identified
|
| 88 |
+
UAS as a key economic growth sector for technology and
|
| 89 |
+
are keen to encourage its development. In June 2017 the
|
| 90 |
+
Single European Sky Air traffic management Research
|
| 91 |
+
Joint Undertaking (SESAR Joint Undertaking) released a
|
| 92 |
+
blueprint aimed at making a strong and dynamic EU drone
|
| 93 |
+
services market by introducing the concept of “U -Space” a
|
| 94 |
+
low-level airspace for drone operations [3]. This airspace is
|
| 95 |
+
intended to be in place by 2019 and extend vertically to150m. Drone operations within it are to be safe and
|
| 96 |
+
automated for BVLOS operations. It has been predicted
|
| 97 |
+
that the advent of BVLOS operations will herald a new
|
| 98 |
+
boom in the drone industry [4].
|
| 99 |
+
It could be claimed that the first recorded BVLOS UAV
|
| 100 |
+
mission was carried out by the Austrian army in 1849 with
|
| 101 |
+
an attack on Venice using hot air balloons filled with
|
| 102 |
+
explosives. [5] Since then the use of UAVs has increase
|
| 103 |
+
substantially in both the military and commercial sectors. In
|
| 104 |
+
the UK, BVLOS flights are more commonly conducted by
|
| 105 |
+
the military normally under the guidance of the Military
|
| 106 |
+
Aviation Authority (MAA), but that seems to be about the
|
| 107 |
+
change as the UK Civil Aviation Authority has granted
|
| 108 |
+
permission to the Defence Infrastructure Organisation
|
| 109 |
+
Service Delivery Training (DIO SD TRG), to conduct a
|
| 110 |
+
BVLOS test at the Salisbury Plain Training area to meet its
|
| 111 |
+
military requirements [6], [7]. This form of approval for
|
| 112 |
+
BVLOS flights could be applied to a wide and variednumber of government and public applications. There are
|
| 113 |
+
quite a few scenarios where BVLOS could be executed
|
| 114 |
+
efficiently and safely such as: package delivery, which has
|
| 115 |
+
already been tested by Amazon; pipeline inspections that Review of Unmanned Aircraft System Technologies
|
| 116 |
+
to Enable Beyond Visual Line of Sight
|
| 117 |
+
(BVLOS) Operations
|
| 118 |
+
Alecksey Anuchin
|
| 119 |
+
Moscow Power Engineering Institute
|
| 120 |
+
Moscow, Russia Lee Davies
|
| 121 |
+
Glyndwr University
|
| 122 |
+
Wrexham, UK
|
| 123 |
+
Fig. 1. VLOS, EVLOS and BVLOS illustrated [2].
|
| 124 |
+
UAV Pilot Additional ObserverVLOS Flights EVLOS FlightsBVLOS Flights
|
| 125 |
+
Range of Remote ControlVisual Range
|
| 126 |
+
978-1-5386 -4713 -4/18/$31.00 ©2018 IEEE Yuriy Vagapov
|
| 127 |
+
Glyndwr University
|
| 128 |
+
Wrexham, UK Robert Cameron Bolam
|
| 129 |
+
Glyndwr University
|
| 130 |
+
Wrexham, UK 2018 X International Conference on Electrical Power Drive Systems (ICEPDS)stretch over great distances; agriculture; search and rescue;
|
| 131 |
+
policing and border control etc. [8] -[12]. BVLOS
|
| 132 |
+
operations can arise from features on the landscape when
|
| 133 |
+
VLOS mission encounter obstacles such as mountains,
|
| 134 |
+
dense forests and cities. Fig. 2 demonstrates typical areas of
|
| 135 |
+
application for VLOS and BVLOS operations.
|
| 136 |
+
It is apparent that BVLOS capability is becoming an
|
| 137 |
+
essential requirement as companies strive to develop
|
| 138 |
+
autonomous passenger and air freight systems. To achieve
|
| 139 |
+
safe deployment a UAS will depend on 360 -degree radial
|
| 140 |
+
technologies that allow the vehicle to be aware of its
|
| 141 |
+
surroundings. The following text reviews the BVLOS
|
| 142 |
+
situational awareness methodologies and technologies that
|
| 143 |
+
are currently available or in development.
|
| 144 |
+
II. FIRST PERSON VIEW (FPV) AND DETECT AND AVOID
|
| 145 |
+
TECHNOLOGIES
|
| 146 |
+
In 2017 Transport Canada issued their unprecedented
|
| 147 |
+
permission to Ventus Geospatial to perform a BVLOS test.
|
| 148 |
+
The test was conducted using a Skyranger UAV whichreached a distance of 1.4 miles from the operator and was
|
| 149 |
+
fitted with a camera for a First -Person View (FPV)
|
| 150 |
+
allowing the live feed to be fed back to a monitored display
|
| 151 |
+
[13]. For the test run a chase vehicle was also used as a
|
| 152 |
+
back up to monitor its progress.
|
| 153 |
+
FPV is not an uncommon means of technology to use
|
| 154 |
+
with applications of this nature, although it could be argued
|
| 155 |
+
that it cannot and should not replace a pilot’s own visual
|
| 156 |
+
range as there is more to BVLOS applications than merely
|
| 157 |
+
having a visual layout of the surrounding area. Other
|
| 158 |
+
technologies should also be implemented for a flight plan to
|
| 159 |
+
be executed safely. According to the reports surrounding
|
| 160 |
+
the Skyranger test flight, the UAV was not fitted with any
|
| 161 |
+
detect and avoid technology but in further tests will use
|
| 162 |
+
Automatic Dependent Surveillance – Broadcast (ADS -B),
|
| 163 |
+
which is surveillance technology that allows an aircraft to
|
| 164 |
+
determine its position via satellite navigation and then inturn broadcast it periodically enabling it to be monitored
|
| 165 |
+
and tracked. [14]. This, however, is not without its
|
| 166 |
+
problems, such as the security of the UAS. A paper
|
| 167 |
+
published by Costin and Francillon [15] questioned this
|
| 168 |
+
lack of security in relation to protocol and practical attacks.
|
| 169 |
+
The research concluded that there is indeed an inherent
|
| 170 |
+
insecurity to the commercial grade ADS -B design as it was
|
| 171 |
+
missing the most basic of security protocols. Taking this
|
| 172 |
+
into consideration however, one of the most recent ADS -B
|
| 173 |
+
products has been used for BVLOS operations is the
|
| 174 |
+
Ping20s which has been successfully used on a UAV. It
|
| 175 |
+
was used in a successful night and day test which was
|
| 176 |
+
performed by Australian company V -Tol Aerospace and UK based RelmaTech [16]. Presently the Ping20s is
|
| 177 |
+
possibly the world’s smallest and affordable Mode S ADS -
|
| 178 |
+
B transponder and allows UAV’s to respond to Mode S
|
| 179 |
+
radar [17] (Fig. 3). This UAV was also fitted with aGosHawk -II HD sensor and its integrated laser rangefinders
|
| 180 |
+
can determine exact distance under all environmental
|
| 181 |
+
conditions. It is also equipped with optical sensors for both
|
| 182 |
+
night and daytime operations [18]. The need to be able to
|
| 183 |
+
fly at night is an essential commodity in the drone industry
|
| 184 |
+
and the development of this technology could pave the way
|
| 185 |
+
for regulated night missions to become a reality.
|
| 186 |
+
There is also an obvious need for a UAV to be aware of
|
| 187 |
+
its surroundings and aware of other air traffic by using
|
| 188 |
+
detect and avoid technology. One such technology has been
|
| 189 |
+
developed and a paper published by Balachandran et al.
|
| 190 |
+
[19]. The paper explores an approach that enables a
|
| 191 |
+
multitude of aircraft to coordinate their own manoeuvres.
|
| 192 |
+
This is achieved by each of the aircraft implicitly agreeing
|
| 193 |
+
on the region of the airspace that they will be occupying at
|
| 194 |
+
that time. This in turn has led to the construction of a
|
| 195 |
+
feedback mechanism that can be executed in real time. Theplanning of this process assumes that all the aircraft will
|
| 196 |
+
reside in their own region and it is this assumption that is
|
| 197 |
+
crucial to ensure that no aircraft are able to occupy the
|
| 198 |
+
same airspace. Information is shared between the aircraft in
|
| 199 |
+
relation to when one aircraft speeds up or slows down and
|
| 200 |
+
will then asses the likelihood of a collision. If an aircraft
|
| 201 |
+
enters an adjacent zone occupied by another aircraft it will
|
| 202 |
+
be required to enter a holding pattern until it decides that it
|
| 203 |
+
is safe to proceed it is therefore much more suited to
|
| 204 |
+
multirotor UAV’s than fixed wing craft. This decision -
|
| 205 |
+
making ability can also serve as a feedback mechanism.
|
| 206 |
+
The conclusion raised in the paper states that the best Fig. 2. VLOS and BVLOS mission applications.
|
| 207 |
+
Fig. 3. Ping20s transponder [17].
|
| 208 |
+
Hobbyists
|
| 209 |
+
Sport
|
| 210 |
+
Real Estate
|
| 211 |
+
Cinematography Structural
|
| 212 |
+
Inspections
|
| 213 |
+
Surveying
|
| 214 |
+
Mapping
|
| 215 |
+
Environmental
|
| 216 |
+
Research
|
| 217 |
+
First
|
| 218 |
+
RespondersSearch and Rescue
|
| 219 |
+
Package Delivery
|
| 220 |
+
Linear Inspection(Rail, Oil and Power)Border Patrol
|
| 221 |
+
Fish and GameVLOS BVLOSmethod would be to enforce separation between aircraft by
|
| 222 |
+
using geo -fencing restraints.
|
| 223 |
+
III. UAS T RAFFIC MANAGEMENT (UTM) S YSTEM
|
| 224 |
+
NASA has been a major contributor to the world of
|
| 225 |
+
UAS and has explored and developed prototype
|
| 226 |
+
technologies for a UAS Traffic Management (UTM)
|
| 227 |
+
system [21]. It is thought that this will enable the
|
| 228 |
+
integration requirements needed for safe and efficient low
|
| 229 |
+
altitude applications to be performed [19]. The paper
|
| 230 |
+
presented by Kopardekar et al. [21] proposed a concept of
|
| 231 |
+
operations for the UTM model. However, flying drones and
|
| 232 |
+
small UAV’s in a civilian airspace presents its own
|
| 233 |
+
challenges, for example in the event that there is a need to
|
| 234 |
+
avoid a forced landing due to collision or due to failings of
|
| 235 |
+
an aircraft’s control system. Their research is based on
|
| 236 |
+
lessons learned through aviation history and how they can
|
| 237 |
+
implement that into present day aviation. They believe that
|
| 238 |
+
it is expected that all UAS will have the ability to operatesafely in variable weather conditions and in both controlled
|
| 239 |
+
and uncontrolled airspace due to the advancement in
|
| 240 |
+
technologies. All UAS will stay clear of each other as well
|
| 241 |
+
as manned aircraft and all UAV operators and systems will
|
| 242 |
+
be required to have up to date awareness of traffic
|
| 243 |
+
constraints from the ground upwards. The aims of the UTM
|
| 244 |
+
model is to be flexible in certain areas but vigorously
|
| 245 |
+
structured in other areas when it is required. It is a risk -
|
| 246 |
+
based model that is currently aimed at low risk
|
| 247 |
+
environments and will eventually progress in to higher risk
|
| 248 |
+
scenarios and environments.
|
| 249 |
+
One of the key attributes of NASA’s UAS UTM system
|
| 250 |
+
design is that it would not require any human operators to
|
| 251 |
+
monitor the vehicles closely at all times. It is proposed that
|
| 252 |
+
in its fully developed form the system could be further
|
| 253 |
+
developed to have the following autonomous programming
|
| 254 |
+
characteristics that include; self -configuration, self -protection from airborne hazards, land hazards and self -
|
| 255 |
+
optimisation during the mission in relation to current and
|
| 256 |
+
predicted weather conditions. NASA also hopes to deliver
|
| 257 |
+
two types of UTM systems with one being a portable UTM
|
| 258 |
+
system that can be transported between areas to support
|
| 259 |
+
operations. Whilst the second proposed concept would be
|
| 260 |
+
in constant availability for a geographical area. This would
|
| 261 |
+
enable the possibility of BVLOS applications to be
|
| 262 |
+
delivered safely within this area [20]. Working with NASA
|
| 263 |
+
in this development is Gryphon Sensors who at present
|
| 264 |
+
have developed a sensor system that detects, identifies and
|
| 265 |
+
tracks UAS. By using their main product Skylight, it
|
| 266 |
+
provides an integrated picture consisting of radar for long
|
| 267 |
+
range detection, spectrum sensing, controllers transiting
|
| 268 |
+
radio frequency signals and Electro -Optical/Infrared (EO/
|
| 269 |
+
IR) cameras for visual detection of potential hazards [22].
|
| 270 |
+
Sense and avoid technologies are a must and arefundamental part of any equipment that is to be used for
|
| 271 |
+
BVLOS applications.
|
| 272 |
+
IV . RADAR FOR UAS A PPLICATIONS
|
| 273 |
+
Radar is a prerequisite for UTM applications for
|
| 274 |
+
unmanned aircraft. One of the most notable is the Foretem
|
| 275 |
+
DroneHunter UAV (Fig. 4), which operates a BVLOS as a
|
| 276 |
+
defence for day and night aerial security and boast as being
|
| 277 |
+
the first counter drone system that can operate BLOS
|
| 278 |
+
(Beyond Line of Sight) [23]. The UAV is equipped with a novel piece of hardware
|
| 279 |
+
called the Fortem TrueView radar model R20 and is based
|
| 280 |
+
on radar technology used by the US department of defence
|
| 281 |
+
drone programme. It provides the pilot the ability to detect
|
| 282 |
+
objects from the air at long ranges to enhance the avoidance
|
| 283 |
+
of other aircraft, aerial objects and other structures. One of
|
| 284 |
+
the main additions of this device is the option for complete
|
| 285 |
+
end to end integration which in turn allows for command
|
| 286 |
+
and controlled autopilots [24]. It is also proposed thatautopilots will be able to execute mission safely even in
|
| 287 |
+
more crowded spaces due to TrueView Radar as it can
|
| 288 |
+
detect obstacles in its surroundings with sufficient time to
|
| 289 |
+
determine the potential of an incident and then in turn stay
|
| 290 |
+
well clear by manoeuvring to a safe place or to a safe
|
| 291 |
+
distance.
|
| 292 |
+
As well as the Foretem TrueView radar, Sematica
|
| 293 |
+
Aerospace have developed the Zeus Radar System that has
|
| 294 |
+
been specifically designed for UAS [25]. The system has
|
| 295 |
+
been described to enhance situational awareness of any air
|
| 296 |
+
bound craft entering the nearby airspace by using state of
|
| 297 |
+
the art solid state radar and advanced signal processing
|
| 298 |
+
techniques. Solid state radar has the ability to conduct
|
| 299 |
+
‘sweeps’ that can be adjusted in real time by the operator
|
| 300 |
+
and embodies a range of different signals can be employed
|
| 301 |
+
for more efficient signal processing [26]. This type of radar
|
| 302 |
+
can use Doppler radar as well as pulsed radar without theneed for extra equipment so that it cannot only see objects
|
| 303 |
+
within its airspace but also calculate and determine if the
|
| 304 |
+
objects are moving. Although not a new technique the fact
|
| 305 |
+
that it has been developed and engineered for UAS means
|
| 306 |
+
that BVLOS could be one step closer.
|
| 307 |
+
Another company that has been working with NASA to
|
| 308 |
+
develop sense and avoid (SAA) systems is Vigilant
|
| 309 |
+
Aerospace who have completed successful testing of its
|
| 310 |
+
new and recently developed FlightHorizon detect and
|
| 311 |
+
avoidance system [27].
|
| 312 |
+
This software provides the operator and autopilots with
|
| 313 |
+
complete situational awareness, detect and avoid system.
|
| 314 |
+
By gathering data from various sources such as aviation
|
| 315 |
+
transponders, ground based radar pulses and air traffic
|
| 316 |
+
warnings. Vigilant Aerospace also incorporated an
|
| 317 |
+
exclusive NASA patent software, which forms the
|
| 318 |
+
backbone of the FlightHorizon product. The invention and
|
| 319 |
+
patent by Arteaga [28] which is basically an ADS -B systemdetails that traffic information will be included in the
|
| 320 |
+
transmission and through telemetry communication that is
|
| 321 |
+
transmitted to a remote ground system. The invention goes
|
| 322 |
+
Fig. 4. Foretem DroneHunter in action [23].further to propose the methods for displaying a general
|
| 323 |
+
layout of aviation traffic information in possibly three or
|
| 324 |
+
four-dimensional trajectories using an industry standard
|
| 325 |
+
Earth Browser for heightened situational awareness and an
|
| 326 |
+
enhanced visual range of possible traffic and obstacles in its
|
| 327 |
+
flight path. It is also claimed that the novel invention can
|
| 328 |
+
enable and enhance visual acquisition of traffic and traffic
|
| 329 |
+
alerts [28].
|
| 330 |
+
V. BVLOS M ISSIONS AND ARTIFICIAL INTELLIGENCE (AI)
|
| 331 |
+
In France BVLOS has been permitted since 2012 and
|
| 332 |
+
the first BVLOS application test was successfully
|
| 333 |
+
completed for inspecting power lines, by Delair -Tech who
|
| 334 |
+
flew a UAV for over 30 miles using a 3G wireless network
|
| 335 |
+
to guide the drone (Fig. 5). The company were granted a
|
| 336 |
+
specific flight corridor in which conducted the test flight.
|
| 337 |
+
Although the flight was conduct via autopilot, two pilots
|
| 338 |
+
were present at the start and two pilots were present at thelanding site. Using the 3G network allowed for real -time
|
| 339 |
+
communication from any distance as long as there was 3G
|
| 340 |
+
coverage [29].
|
| 341 |
+
2017 saw Israel step up its involvement in the BVLOS
|
| 342 |
+
UAS sector and has recently granted full permission for
|
| 343 |
+
BVLOS flights. The award was given by the Civil Aviation
|
| 344 |
+
Authority of Israel (CAAI), to Airobotics who have
|
| 345 |
+
developed a UAV that can achieve and execute missions
|
| 346 |
+
safely without the aid of a pilot (Fig. 6). On -board is
|
| 347 |
+
Airobotics own computer software which also incorporates
|
| 348 |
+
Artificial Intelligence (AI) which is programmed to make
|
| 349 |
+
decisions and execute actions that are usually performed by
|
| 350 |
+
a human pilot [30]. The BVLOS platform is based on three
|
| 351 |
+
parts. The first component was the UAV, named
|
| 352 |
+
“Optimus”, which is a drone that is capable of flying thirty -
|
| 353 |
+
minute missions whilst being equipped with a one -kilogram
|
| 354 |
+
payload. The second component is a completely unmanned,
|
| 355 |
+
automated airbase from which the UAV can be launchedfrom and also lands on. The third and final piece and the
|
| 356 |
+
most important is the software and the AI software, which
|
| 357 |
+
enables operators to use the software easily and manage
|
| 358 |
+
missions just with one click [31].
|
| 359 |
+
This may sound as though the problem that was once
|
| 360 |
+
facing the drone industry has been solved, however the use
|
| 361 |
+
of AI itself presents problems of its own. AI itself is a
|
| 362 |
+
controversial topic for both industry and politics. Keeping
|
| 363 |
+
AI, or narrow AI, which is purely focused on autonomous
|
| 364 |
+
drone navigation, at a level that is beneficial for the good of
|
| 365 |
+
mankind is hotly debated and motivates many research
|
| 366 |
+
areas although flight safety is always the key element to be considered. The goal for most research is to create general
|
| 367 |
+
AI that far outgrows the relative conformity if narrow AI
|
| 368 |
+
[31]. Currently the AI that we are living with are neural
|
| 369 |
+
networks and machine learning algorithms that are used in
|
| 370 |
+
everyday common devices [31]. A main concern is for ourown preservation as it is feared that AI could at some point
|
| 371 |
+
become intelligent enough to replace humans and become
|
| 372 |
+
part of a technological singularity. Indeed this is a situation
|
| 373 |
+
some may even welcome as they see AI as a panacea for
|
| 374 |
+
civilisation [32] even though AI might outperform humans
|
| 375 |
+
at every cognitive task and risks rendering us obsolete [31].
|
| 376 |
+
AI will undoubtedly have a major impact on people’s lives,
|
| 377 |
+
but the benefits are undeniable.
|
| 378 |
+
VI. UAS S ENSOR FUSION
|
| 379 |
+
Sensory communication with any UAS is paramount to
|
| 380 |
+
operating beyond the pilots’ field of vision. A study into
|
| 381 |
+
potential sensory appliances has been presented by Zhahir
|
| 382 |
+
et al. [34] and looked at the current development of UAV
|
| 383 |
+
sense and avoid systems. One possible theory presented as
|
| 384 |
+
a possible way to achieve safe BVLOS applications, was to
|
| 385 |
+
equip an UAV with electro -optical sensors combined with
|
| 386 |
+
radar and infrared sensory capabilities. However, badweather or overcast and cloudy conditions could affect the
|
| 387 |
+
performance at object and hazard identification as the
|
| 388 |
+
sensors rely on good light to be able to work at full
|
| 389 |
+
capacity. Another possibility discussed was ‘sensor fusion’,
|
| 390 |
+
enabling multiple sensory tasks on a UAV platform to be
|
| 391 |
+
performed simultaneously to enhance hazard detection and
|
| 392 |
+
minimise flight risks. Ramasamy et al. [35] details a
|
| 393 |
+
successful test using sensor fusion. The research
|
| 394 |
+
successfully produced a simulated study of sensor fusion
|
| 395 |
+
which combines natural inspired sensors and non -
|
| 396 |
+
cooperative sensors. The algorithm that was used by the
|
| 397 |
+
researchers to achieve this is known as track to track fusion
|
| 398 |
+
and is based on Boolean decision logic data structure that
|
| 399 |
+
can evaluate and solve issues such as limited information of
|
| 400 |
+
the environment or partial loss of transmitted information.
|
| 401 |
+
The UAV platform is essential for military applications
|
| 402 |
+
and its role in conflict and congested zones cannot beunderestimated. Small unmanned aircraft embark upon
|
| 403 |
+
intelligence gathering missions via reconnaissance and
|
| 404 |
+
surveillance and BVLOS is an essential component. One
|
| 405 |
+
example of the most state of the Art recognisance UAV that
|
| 406 |
+
has been developed for BVLOS missions is the military’s
|
| 407 |
+
Black Hornet Nano [36] (Fig. 7).
|
| 408 |
+
Fig. 5. Delair Tech BVLOS for power line inspection applications [29].
|
| 409 |
+
Fig. 6. Airobotics autonomous BVLOS system [33].This small, compact UAV is fitted with multi -sensory
|
| 410 |
+
capability and has an integrated video stream data ink
|
| 411 |
+
where images can be viewed in real time. Part of the UAS
|
| 412 |
+
ability to perform BVLOS missions is that has the capacity
|
| 413 |
+
to be programmed with a pre -planned route using GPS and
|
| 414 |
+
can also be used in FPV with a maximum range of 1.5km
|
| 415 |
+
distance between the operator and the UAV [36]. In
|
| 416 |
+
comparison larger military UAS rely on satellite
|
| 417 |
+
communication to operate rather than a direct flowing radio
|
| 418 |
+
link. The military have further developed a system that can
|
| 419 |
+
detect other aircraft so that they may be targeted by air to
|
| 420 |
+
air missiles. The system known as Active Electronically
|
| 421 |
+
Scanned Array (AESA) radar, which is also known as an
|
| 422 |
+
active phase array radar, which operates by emitting a pulse
|
| 423 |
+
signal from a transmitter that in turn is received by an
|
| 424 |
+
onboard antenna that receives amplified echoes of any
|
| 425 |
+
objects in the vicinity.
|
| 426 |
+
Texas Instruments, in 2016 discussed the benefits ofdeveloping a low latency design for video enabled drones
|
| 427 |
+
[37]. One of the main features that a piloted UAV requires
|
| 428 |
+
would be an onboard camera as well as a range of other
|
| 429 |
+
SAA instruments. The needs of the camera are directly
|
| 430 |
+
linked to the needs of the UAV. A low power consumption
|
| 431 |
+
rate is necessary so that it does not impact on the UAV’s
|
| 432 |
+
power supply and just as important a low latency data
|
| 433 |
+
collection design is needed. As with any optical capturing
|
| 434 |
+
instrument a higher frame rate will lead to lower capture
|
| 435 |
+
time. This is important when needing to transmit images
|
| 436 |
+
quickly as the compression and encoding times are greatly
|
| 437 |
+
reduced. Using industry standard compression format of
|
| 438 |
+
H.264 will enable this encoding to be initiated quicker with
|
| 439 |
+
limited visible loss in quality of the image. The research
|
| 440 |
+
conducted by Texas Instruments proposes to fully utilise
|
| 441 |
+
low latency and H.264 compression. This is achieved by
|
| 442 |
+
introducing the concept of “slices” composed of severalindependently encoded macroblocks which can thus be
|
| 443 |
+
decoded by itself without any interference of the data
|
| 444 |
+
capture. This would also naturally decrease the render time
|
| 445 |
+
of any image. To permit the drone to capture video the
|
| 446 |
+
camera must be interfaced to the digital processor using one
|
| 447 |
+
of the dedicated camera interfaces. The feed is then
|
| 448 |
+
transmitted to a ground control unit using either 2.4 or
|
| 449 |
+
5.8GHz Wi -Fi which in turn will be shown on a display
|
| 450 |
+
unit for the operator to view the FPV image.
|
| 451 |
+
The use of video capturing sensors is a multi -faceted
|
| 452 |
+
problem, as with any broadcast a reliable transmission
|
| 453 |
+
signal is a must. As the wireless communication link must be able to cope with long range transmission and reception.
|
| 454 |
+
The research looks at several ways in which this can be
|
| 455 |
+
achieved with either antenna diversity, maximum ratio
|
| 456 |
+
combing (MRC) and Multi -Input and Multi Output
|
| 457 |
+
(MIMO) and finally rate adaption. This would obviouslydepend on which wireless network would be available in
|
| 458 |
+
the area at the time of where the operation is to be flown.
|
| 459 |
+
VII. CONCLUSION
|
| 460 |
+
The technology for safe and efficient BVLOS mission
|
| 461 |
+
completion is already available and seems likely to become
|
| 462 |
+
common place. There are however, a number of factors
|
| 463 |
+
which still need to be addressed to ensure the maximum
|
| 464 |
+
safety for BVLOS operations. The most important of which
|
| 465 |
+
is UAS communications technology supporting command
|
| 466 |
+
and control, navigation, surveillance, situation awareness
|
| 467 |
+
and the integration with Air Traffic Management (ATM)
|
| 468 |
+
systems for remotely piloted and autonomous aircraft.
|
| 469 |
+
Development in these technologies and their
|
| 470 |
+
miniaturisation remains an enabler of future UAS BVLOS
|
| 471 |
+
capabilities.
|
| 472 |
+
The regulations surrounding BVLOS are currently
|
| 473 |
+
subject to revision as the new European airspace U -Space
|
| 474 |
+
develops. As BVLOS technology grows and improves so
|
| 475 |
+
too should the airworthiness regulations to facilitate andguide the industry sector and the deployment of drones in
|
| 476 |
+
our society.
|
| 477 |
+
Autonomous flight capability is not only fundamental to
|
| 478 |
+
BVLOS operations for UAS but also likely to have a
|
| 479 |
+
significant impact on the future development of passenger
|
| 480 |
+
carrying autonomous aircraft. Minimising the Human
|
| 481 |
+
Factor in aircraft flight has always been a major safety goal
|
| 482 |
+
and also provides the potential to reduce operational costs.
|
| 483 |
+
It would therefore appear that the benefits of achieving
|
| 484 |
+
BVLOS capabilities are likely to outweigh the risks that are
|
| 485 |
+
currently attributed to an UAS flying beyond an operator’s
|
| 486 |
+
line of sight.
|
| 487 |
+
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