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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Let's Fly! An Analysis of Flying FPV Drones Through an Online Survey</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Dante Tezza</string-name>
          <email>dtezza@mail.usf.edu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Denis Laesker</string-name>
          <email>dlaesker@mail.usf.edu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Derek Caprio</string-name>
          <email>derekc1@mail.usf.edu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Marvin Andujar</string-name>
          <email>andujar1@usf.edu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University of South Florida</institution>
          ,
          <addr-line>Tampa, FL 33620</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
      </contrib-group>
      <fpage>15</fpage>
      <lpage>22</lpage>
      <abstract>
        <p>First-person view (FPV) drones provide an immersive flight experience for pilots. In FPV flying, the pilot wears a pair of goggles that display the video feed from the drone in realtime. This allows them to fly the drone as if they were sitting on top of it, thus creating an immersive experience similar to virtual reality and giving the sensation of free flight. Due to these characteristics, FPV flying is becoming popular for recreational purposes (e.g. drone racing). In this study, we conducted an online survey with 515 FPV pilots to explore their preferences and give human-drone interaction researchers an understanding of the FPV community and how pilots interact with the drones. In this paper, we present that the majority of pilots prefer acrobatic flight mode for both racing and freestyle flying. Additionally, we found that FPV flying introduces users to technical fields as the majority of the pilots build their drones, even without having any previous technical background. Lastly, we also present how pilots prefer to interact with remote controllers.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>This paper is published under the Creative Commons Attribution 4.0 International
(CC-BY 4.0) license. Authors reserve their rights to disseminate the work on their
personal and corporate Web sites with the appropriate attribution.
Interdisciplinary Workshop on Human-Drone Interaction (iHDI 2020)
CHI ’20 Extended Abstracts, 26 April 2020, Honolulu, HI, US
© Creative Commons CC-BY 4.0 License.</p>
    </sec>
    <sec id="sec-2">
      <title>Author Keywords</title>
      <p>Drones, drone racing, first-person view, human-drone
interaction, human-robot interaction</p>
    </sec>
    <sec id="sec-3">
      <title>CCS Concepts</title>
      <p>•Human-centered computing ! Human computer
interaction (HCI); User studies;</p>
    </sec>
    <sec id="sec-4">
      <title>Introduction</title>
      <p>
        Oftentimes we hear people express their desire to fly; the
idea of being able to see and explore the world from the
skies has fascinated humans for centuries. The Wright
brothers achieved the first successful controlled flight in
1903 [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ], and since then, aviation has been evolving and
becoming more and more ubiquitous in society. These
developments have led to modern unmanned areal vehicles
capable of flying autonomously or being remote-controlled,
these aircraft are commonly referred to as drones. They are
used in a broad range of applications such as photography,
natural disaster response [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], agriculture [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ], and drone
racing [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Drone usage is increasing and is expected to
continue to do so, the Federal Aviation Administration (FAA)
projects that 3.8 million drones will be registered in their
database in the United States alone by 2022 [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. However,
drones are remotely operated by a human on the ground
and generally lack the ability to provide an immersive
experience, which is an important aspect in the remote operation
of robots[
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>Recently, a new type of flying drones, known as first person
view (FPV), has emerged providing users a more
immersive experience while flying. In this modality, the drone is
equipped with a front-facing camera which transmits live
video to a pair of googles worn by the pilot. This gives the
pilot the impression that they are sitting on top of the drone
and leads to an immersive experience similar to virtual
reality. FPV flying gives the pilot the sensation of free flight,
making it especially popular among drone pilots who enjoy
flying recreationally. Acrobatic flights (known as freestyle)
and racing competitions are common within the FPV
community. An example of FPV goggles can be seen in Figure
1, followed by a pilot flying FPV in Figure 2, and a FPV
image (displayed in goggles) in Figure 3.</p>
      <p>
        Human-drone interaction research (HDI) can be defined as
the study focused on understanding, designing, and
evaluating drone systems for use by or with human users[
        <xref ref-type="bibr" rid="ref14">14</xref>
        ].
Current human-drone interaction research has focused on
developing natural interaction[
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], flying user interfaces [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]
new control modalities(e.g. brain-controlled drones[
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]),
social drones[
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], and even using drones to provide haptic
feedback for virtual reality environments[
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. Drones that
broadcast images in real-time have been studied in
applications like search and rescue and disaster relief [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
However, there is a lack of research on the community of pilots
who fly FPV recreationally, most likely due to the recency
of the field. The ability to fly a drone with the sensation
of being onboard allows the creation of new user
experiences, interactions, sports, and novelty drone use cases.
Therefore, we believe that human-drone interaction (HDI)
research could benefit from studying the user interaction
with FPV drones.
      </p>
      <p>In this study, we evaluated the FPV drone community and
their flight preferences through an online survey completed
by 515 FPV pilots. We surveyed FPV pilots to better
understand their user experience when flying from a
humandrone interaction perspective. Our contributions in this
paper are the results of this survey, allowing HDI researchers
to evaluate how pilots interact with FPV drones and better
understand their user experience. In this survey, we found
that the majority of pilots prefer acrobatic flight mode for
both racing and freestyle flying. Additionally, we found that
FPV flying introduces new users to technical fields as the
majority of the pilots build their drones, even without having
any previous technical background. Lastly, we also present
how pilots prefer to interact with remote controllers.</p>
    </sec>
    <sec id="sec-5">
      <title>Study Design &amp; Methodology</title>
      <p>To understand the FPV drone community and the
experience of flying FPV drones, we conducted an anonymous
online survey with 51 questions with 515 FPV pilots. The
survey was administered through Qualtrics and data was
collected over a period of four months. Participants were
required to be at least 18 years old and have experience
flying FPV drones. Before completing the survey,
participants had to digitally sign an informed consent form.
Recruitment was performed solely online and shared on
Facebook , Twitch , Discord , Twitter, and Reddit on groups and
channels related to FPV drones. The survey collected data
regarding (1) pilots’ backgrounds (e.g. electronics
knowledge) and how they impact their current flight experiences,
(2) pilots’ flight preferences (e.g. preferred flight modes,
remote controller grips), (3) pilots’ preferences towards
equipment (software and hardware), and (4) how pilots learned
how to fly FPV.</p>
      <sec id="sec-5-1">
        <title>Participants</title>
        <p>A total of 515 FPV pilots completed the survey. Of these
515 participants, 505 (98.06%) participants are male, 5
(0.97%) are female, and 5 (0.97%) do not identify as either
male or female. Additionally, 79 (15.34%) are between the
ages of 18 and 24, 133 (25.83%) are between the ages of
25 and 34, 176 (34.17%) are between the ages of 35 and
44, 87 (16.89%) are between the ages of 45 and 54, 34
(6.60%) are between the ages of 55 and 64, and 6 (1.17%)
are 65 years of age or older. Of these same participants,
27 (5.24%) are Hispanic or Latino, 439 (85.24%) are
Caucasian, 2 (0.39%) are African-American, 2 (0.39%) are
Black, 13 (2.52%) are Asian, and 32 (6.21%) are something
other than the ethnicity listed above.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Results &amp; Discussion</title>
      <sec id="sec-6-1">
        <title>FPV Racing and Freestyle</title>
        <p>
          First-person view flying is divided into two major categories
of flying styles: racing and freestyle. Drone racing is an
emerging and competitive sport in which pilots fly FPV
drones in complex 3D courses against each other, aiming to
be the fastest pilot on the track [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ]. Drone racing started as
an amateur sport in Australia during the year of 2014 and
grew in popularity due to pilots posting racing videos in
social media. Drone racing is significantly more complex than
flying non-FPV drones, it requires long practice periods and
high level of skills [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ]. Freestyle flying is a broader
concept, as there are no specific rules or competitions for this
category. There is no previous formal definition of freestyle
flying, therefore, we derive its definition from another
extreme activity, freestyle BMX; where its pilots spend their
time performing tricks and stunts rather than competing in
races[
          <xref ref-type="bibr" rid="ref10">10</xref>
          ]. Analogously, we define freestyle flying as the
category where pilots fly FPV drones to explore spaces,
perform tricks and stunts.
        </p>
        <p>Our analysis of the 515 FPV pilots show that 43.08% of
them fly freestyle only, 8.33%, fly only for racing purposes,
and 48.57% fly both racing and freestyle. Also, 80% of
racing pilots compete at some level, compared to only 13% of
freestyle pilots. This is attributable to the more competitive
nature of racing sports. Although there are official FPV
racing leagues which host competitions, no such leagues exist
for freestyle pilots. This is also a plausible explanation for
why 15% of racing pilots declared to receive some sort of
sponsorship, as these competitions are often televised and
draw public attention. In contrast, only 3% of freestyle pilots
receive sponsorship. We expect that as FPV sports
continue to grow in popularity, official freestyle competitions will
emerge and it will become more common for freestyle pilots
to receive sponsorship.</p>
        <sec id="sec-6-1-1">
          <title>Position Hold</title>
          <p>Angle
Acrobatic
Unknown
Other</p>
        </sec>
        <sec id="sec-6-1-2">
          <title>Thumb Pinch Hybrid Unknown</title>
          <p>RC Mode</p>
        </sec>
        <sec id="sec-6-1-3">
          <title>Mode 1</title>
          <p>Mode 2
Mode 3
Mode 4
Unknown</p>
        </sec>
      </sec>
      <sec id="sec-6-2">
        <title>FPV Flight Modes</title>
        <p>The characteristics on how a FPV drone responds to
pilots input is dependent on the concept of flight modes. This
setting can be set on the flight controller and dictates how
the pilot can interact with the drone. Non-FPV drones are
capable of many flight modes, including assisted and
autonomous modes. However, FPV flying aims to provide the
pilot with the most control authority over the drone,
therefore there are only two main flight modes that are
commonly used:
• Angle/Stabilized - This is an auto-stabilization mode
in which the pilot input command is translated
directly to aircraft attitude, and the aircraft stabilizes
itself if the pilot does not send any command. In other
words, the movement in the remote controller sticks
is translated to the angle in which the drone flies, and
the drone levels itself when the sticks are centered in
the controller.
• Acro/Rate - In this mode, the aircraft does not
stabilize itself, and the stick movement is translated to
angular velocity to its correspondent axis. The
movement in the remote controller stick dictates how fast
the drone spins on each axis, and in the absence of
input, the drone will maintain the current angle
instead of stabilizing itself.</p>
        <p>As shown in Table 1, 474 out of 515 (92%) pilots surveyed
selected acro as their main flight mode. Although acro flying
has a steep learning curve, it provides the highest degree
of freedom for pilots to control their drone. This mode gives
the pilot full control over the quad-copter attitude and makes
the drone behavior predictable as the flight controller does
not try to adjust the drone attitude. Instead, it only ensures
that the attitude commanded by the pilot is performed
correctly. These characteristics allow racers to better
maneuver around obstacles on the track, as well as freestylists
to perform stunts that would not be possible in other flight
modes.</p>
      </sec>
      <sec id="sec-6-3">
        <title>FPV Remote Controllers</title>
        <p>The remote controller (RC) acts as an interface between
the pilot and the drone, therefore it is important to
understand pilots’ preferences when interacting with such
devices. There are two factors that influence how FPV pilots
interact with the RC itself: the form of grip, and RC mode.
There are three main forms of grips in which the pilot holds
the controller: thumbs, pinch, and hybrid. These are
displayed in Figures 4 5 6 respectively. Table 1 also shows
that the majority of pilots (53.46%) prefer to hold their
controllers using the "thumb grip", followed by hybrid(24.80%)
and pinch (20.9%). However, hybrid and pinch are similar
grips, and if they are analyzed together, the gap between
their use and thumb grip is not as large. The form of grip
can influence the pilot’s interaction with the drone in terms
of control latency, accuracy, and comfort. Future studies
could objectively evaluate how each grip mode impacts the
human-drone interaction.</p>
        <p>There are also four RC modes that dictate how the RC
gimbal sticks are translated to drone commands, as shown in
Figure 7. Our results (see Table 1) shows that a large
majority of pilots (%87.40) prefer to fly in Mode 2, where the
left gimbal translates to throttle and yaw commands, while
the right gimbal translates to pitch and roll commands.</p>
      </sec>
      <sec id="sec-6-4">
        <title>STEM Skills Obtained through FPV Drones</title>
        <p>FPV drones can be an effective and highly engaging method
to introduce STEM education as most FPV drone pilots are
also involved in building their systems. In fact, 93.40% of
FPV pilots surveyed have built their own drone before. More</p>
        <p>importantly, despite 147 pilots (28.54% of all participants)
declaring not having any prior electronics background, all of
them have now built at least one drone and 90 (61.22%) out
of the 147 have built 5 or more drones. STEM skills which
are developed through building FPV drones include both
hardware (e.g. soldering, electronics) and software skills
(e.g. compiling software and flashing microprocessors).
Other skills can also be learned such as flight dynamics
and tuning for multi-rotor aerial vehicles, as well as 3D
printing. Since the main flight controller software projects are
open source, they can also be used to learn software
engineering topics. Finally, when pilots were asked to give open
tips for beginners, several of them suggested beginners
build their own drone so that they know how to fix it when it
becomes damaged after eventual crashes.</p>
        <p>The above results demonstrate that as users start FPV
flying for recreational purposes, they also get introduced to
STEM topics. Therefore, we suggest that FPV drone
programs (e.g. summer camps, demonstrations, events) can
be used to introduce new students to STEM. Our results
also demonstrate a small female presence in the FPV
community ( 1% of participants). Therefore, we suggest FPV
drone programs dedicated to female participants.
Increasing the number of female FPV pilots could be an effective
approach to increase STEM diversity.</p>
      </sec>
    </sec>
    <sec id="sec-7">
      <title>Conclusion</title>
      <p>In summary, FPV flying is growing in popularity as a way to
provide a more immersive experience to drone pilots,
especially for those who fly recreationally. At the same time,
this topic lacks the attention from the HDI research
community. To better understand the interaction between FPV
pilots and drones, we conducted an online survey with 515
FPV pilots. Responses from the survey indicate that
pilots who fly for racing are more likely to compete and
re(c) Mode 3
(d) Mode4
ceive sponsorships as opposed to freestyle pilots. We can
also see that the acrobatic flight mode and RC mode 2 are
strongly preferred above all other flight modalities, and that
the majority of pilots prefer to hold their controllers using the
"thumb grip." Furthermore, pilots’ survey responses show
that the FPV hobby has taught them STEM skills that they
did not have previously.</p>
    </sec>
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</article>