<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Multi-Modal Interaction for Soft Continuum Robots during Post-Earthquake Search Operations</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Rajashekhar V S</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gowdham Prabhakar</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Assistant Professor, Department of Design, Indian Institute of Technology - Kanpur</institution>
          ,
          <addr-line>Uttar Pradesh</addr-line>
          ,
          <country country="IN">India</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>PhD Scholar, Department of Design, Indian Institute of Technology - Kanpur</institution>
          ,
          <addr-line>Uttar Pradesh</addr-line>
          ,
          <country country="IN">India</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The post-earthquake search and rescue operations assisted by robots will be eficient if the humanrobot interaction (HRI) is easy to perform. It can be done using soft-bodied robots, which are better in performance when compared to their rigid-bodied counterparts. Among them, soft continuum robots (SCR) can be used due to their sleek nature. The SCRs are of two types: soft continuum manipulators (SCM) and soft snake robots (SSR). Although these two robots are functionally diferent, they are structurally similar. Therefore, these robots can be made modular and reconfigurable. The SCM can assist the medical team with pick-and-place operations, and the SSR can traverse confined spaces that occur after disasters such as earthquakes. It is inferred from our survey that not much of the research work in the literature focuses on the HRI methods for SCR in post-disaster situations. Therefore, in this work, we focus on developing the HRI methods for SCR, which are modular and reconfigurable.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Soft continuum manipulator</kwd>
        <kwd>Soft snake robot</kwd>
        <kwd>Multi-modal interaction</kwd>
        <kwd>Hand gesture</kwd>
        <kwd>Eye tracker</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>2. Goal and research questions</title>
      <p>2.1. Goal
Our work aims to develop an interaction platform modular for a reconfigurable soft continuum
robot that can be used as a manipulator and a snake robot. This setup is planned to be used
during post-earthquake search operations. A number of modular mechanisms form the SCR,
where the conceptual design of one is shown in Figure 1 (a). The three modules can be connected
parallelly to form a soft continuum manipulator, as shown in Figure 1 (b). The medical team can
use this configuration to handle medical devices sterilely. The four modules can be connected in
series to form a soft continuum snake robot, as shown in Figure 1 (c). This configuration can be
used for search operations inside the damaged buildings. Since the mechanism is modular, the
modules can be easily replaced when damaged. The main focus of the work is to study various
feasible means of interaction when the SCR is in the form of a manipulator and snake robot.
This is because the functions of the manipulator and snake robot are entirely diferent. Hence,
the input modalities to operate them would also vary. Therefore, we aim to study and map the
modalities with the SCR for multi-modal interaction.
2.2. Research questions
The following are the research questions I have posed, which I aim to address during my studies.
1. How to design a human-robot interface for a soft continuum robot that is modular and
reconfigurable?
2. What kind of interaction modalities are eficient to operate a soft continuum robot in
post-earthquake scenarios?
3. Can pneumatic or hydraulic actuators eficiently control the soft continuum robots in
post-earthquake scenarios?
4. Will self-reconfiguration of the soft continuum robots be done eficiently so that the
search operation is not hindered?</p>
      <p>I hope that finding answers to these questions will pave the way for creating an interface for
soft modular, reconfigurable continuum robots that can be used in multiple scenarios that arise
post-earthquakes.</p>
    </sec>
    <sec id="sec-2">
      <title>3. Related work that frames the research</title>
      <p>
        In the year 2011, after the earthquake and tsunami that occurred in the Tohoku region of eastern
Japan, the Fukushima Daiichi Nuclear Power Plant was damaged due to hydrogen explosions,
and nuclear reactions were uncontrollable. The robots named Quince, which were belt-driven,
had to be retrofitted to carry out the tasks inside the reactor [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Sensors such as a dosimeter,
camera, laser range scanner, and temperature sensors for motors were mounted on the robot. It
can be inferred that the robot has to be tethered to establish communication inside the
radiationprone nuclear reactor. It also involved initial personnel training in the radiation measurement
task. The robot was driven using a joystick as an input device, and the feedback was obtained
on the display screen. Here, the rescuer had only one mode of interaction with the robotic
system.
      </p>
      <p>
        A robot named WALK-MAN, which had the upper body of a humanoid and a wheeled base,
was used to perform various tasks inside the damaged building post the 2016 Italy earthquake
[
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. The studies involved building 3D maps for the damaged building, measuring the structural
damages, recovering objects from the building, and installing sensors inside the house. The
communication between the robot and the ground station was wireless. It is reported that scene
understanding is a dificult task, and developing autonomous methods is challenging.
      </p>
      <p>
        The literature study on urban search operations showed that snake robots were used for
searching operations in real-world applications. This snake robot was built by the Carnegie
Mellon University Biorobotics Laboratory and was used for the search operation after the 2017
earthquake in Mexico City. During this operation, the gait parameters for the snake robot had
to be adapted manually depending on the feedback displays and camera feed. This highlights
the importance of mid-level autonomy [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Also, the workers at the earthquake site expected
the snake robot to have a microphone and speaker since it had a camera at the head. They
also expected the robot to carry food and water to the stranded people. It is also reported
that viewing the laptop monitor in the bright sunlight was dificult. In situations like this, a
multi-modal interface will play a crucial role in communicating with the robot.
      </p>
      <p>It can be found in the literature that robots are being used in real-world applications where
disaster has occurred. More of these robots will be used to assist humans during post-disaster
situations. Depending on the situation, the mode of communication between the robot and the
humans in the ground station can be wired or wireless.</p>
    </sec>
    <sec id="sec-3">
      <title>4. Methods/approach to reach the goal</title>
      <p>
        The fluid-driven soft devices can be used in human-robot interaction [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. In recent years, socially
assistive soft robots that possess interaction skills have been developed [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. Understanding
these will help build a fluid actuated SCR that can have an eficient interaction. Looking into
the studies related to stability and gait control during teleoperation of soft modular robots
[
        <xref ref-type="bibr" rid="ref7 ref8 ref9">7, 8, 9</xref>
        ] will help in deciding the type of input modality suitable for searching operations post
earthquakes.
      </p>
      <p>
        The soft continuum robot mechanisms in the literature will be studied, and a new mechanism
with three degrees of freedom will be designed. It will be modeled using the FreeCAD 
software and imported into the SOFA [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] for analysis. The SCR module mechanism for the
various actuating mechanisms will be explored. When fluid-based actuators operate the SCRs,
they can be extended to give food (liquid) or oxygen (gas) to the humans stranded inside the
collapsed building. This factor will be looked into while designing the SCR mechanism.
      </p>
      <p>Having decided on the interaction modalities for the SCM and SSR based on the robot
design, the robot will be fabricated using an additive manufacturing technique (Fused Filament
Fabrication) using thermoplastic polyurethane (TPU) as the material. A mock setup of a collapsed
building will be made in an open environment exposed to sunlight. There will be mannequins
placed in the middle of the collapsed buildings which are considered to be humans. Then, the
experiments with the SCR will be done with the participants. Based on these results, the best
way to interact with the SCR will be decided.</p>
    </sec>
    <sec id="sec-4">
      <title>5. Next steps to conduct the research</title>
      <p>
        Stage 1: Literature survey Conduct a literature survey on various means of input modalities
by following the PRISMA 2020 statement [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. Similarly, do a literature survey for the soft
sensors, soft actuators, and soft manufacturing techniques used in soft continuum manipulators
and soft snake robots. In this process, identify the gaps in the literature by creating a trend map.
      </p>
      <p>Stage 2: Design the soft continuum robot mechanism Based on the gaps identified,
design a three-degree-of-freedom soft module mechanism that can bend, twist, expand, and
contract. The actuator selection has to be done, followed by the soft sensors to be mounted on
the robot.</p>
      <p>Stage 3: Create a bench-top prototype Using the rapid prototyping techniques, create a
bench-top prototype of the SCRs. Then, test their functioning by using the pre-programmed
motions.</p>
      <p>
        Stage 4: Learn SOFA and perform the analysis Learn the SOFA framework [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] so that the
robot can be simulated and the performance can be tested. This can be used in hardware-in-loop
simulation.
      </p>
      <p>Stage 5: Explore the various input modalities The bench-top prototype has to be
interfaced using the diferent input modalities such as physiological parameter tracking, eye tracking,
hand tracking, body and face tracking, voice recognition, gesture input, in virtual, augmented
and mixed reality environment.</p>
      <p>Stage 6: Create the final setup and perform the experiment The mock setup of the
post-earthquake scenario, as mentioned earlier, would be set up. The user study will use the
SCR in the manipulator mode with medical assistants as participants. Then, the user study
of the soft snake robot will be done using rescue workers who will be assisting in the search
operations after the earthquake. The various input modalities will be tested for eficacy with
the participants during the experiment, and the data will be collected.</p>
      <p>Stage 7: Analysis of the data The data collected from the user study will be analyzed
using qualitative and quantitative methods. Based on their results, the best modalities for the
multi-modal interaction will be chosen by enabling interaction during physical and situational
impairments.</p>
    </sec>
    <sec id="sec-5">
      <title>6. Conclusions</title>
      <p>This work describes a conceptual design of a module that forms a modular mechanism for a soft
continuum manipulator and soft snake robot. The goals and research questions were presented,
focusing on using these robots for post-earthquake search operations. The related works were
analyzed, followed by the methods, and the next steps to conduct the research were presented.
This work will lead to the findings where the best multi-modal interactions are obtained to
control the soft continuum robot during post-earthquake search operations.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>D.</given-names>
            <surname>Alexander</surname>
          </string-name>
          , Natural disasters,
          <source>Routledge</source>
          ,
          <year>2018</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>K.</given-names>
            <surname>Nagatani</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Kiribayashi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Okada</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Otake</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Yoshida</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Tadokoro</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Nishimura</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Yoshida</surname>
          </string-name>
          , E. Koyanagi,
          <string-name>
            <given-names>M.</given-names>
            <surname>Fukushima</surname>
          </string-name>
          , et al.,
          <article-title>Emergency response to the nuclear accident at the fukushima daiichi nuclear power plants using mobile rescue robots</article-title>
          ,
          <source>Journal of Field Robotics</source>
          <volume>30</volume>
          (
          <year>2013</year>
          )
          <fpage>44</fpage>
          -
          <lpage>63</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>F.</given-names>
            <surname>Negrello</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Settimi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Caporale</surname>
          </string-name>
          , G. Lentini,
          <string-name>
            <given-names>M.</given-names>
            <surname>Poggiani</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Kanoulas</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Muratore</surname>
          </string-name>
          , E. Luberto,
          <string-name>
            <given-names>G.</given-names>
            <surname>Santaera</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Ciarleglio</surname>
          </string-name>
          , et al.,
          <article-title>Humanoids at work: The walk-man robot in a postearthquake scenario</article-title>
          ,
          <source>IEEE Robotics &amp; Automation Magazine</source>
          <volume>25</volume>
          (
          <year>2018</year>
          )
          <fpage>8</fpage>
          -
          <lpage>22</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>J.</given-names>
            <surname>Whitman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Zevallos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Travers</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Choset</surname>
          </string-name>
          ,
          <article-title>Snake robot urban search after the 2017 mexico city earthquake, in: 2018 IEEE international symposium on safety, security, and rescue robotics (SSRR)</article-title>
          , IEEE,
          <year>2018</year>
          , pp.
          <fpage>1</fpage>
          -
          <lpage>6</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>P.</given-names>
            <surname>Polygerinos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Correll</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. A.</given-names>
            <surname>Morin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Mosadegh</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C. D.</given-names>
            <surname>Onal</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Petersen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Cianchetti</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. T.</given-names>
            <surname>Tolley</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. F.</given-names>
            <surname>Shepherd</surname>
          </string-name>
          ,
          <article-title>Soft robotics: Review of fluid-driven intrinsically soft devices; manufacturing, sensing, control, and applications in human-robot interaction</article-title>
          ,
          <source>Advanced Engineering Materials</source>
          <volume>19</volume>
          (
          <year>2017</year>
          )
          <fpage>1700016</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>Y.-C.</given-names>
            <surname>Sun</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Efati</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H. E.</given-names>
            <surname>Naguib</surname>
          </string-name>
          , G. Nejat,
          <string-name>
            <surname>Softsar:</surname>
          </string-name>
          <article-title>The new softer side of socially assistive robots-soft robotics with social human-robot interaction skills</article-title>
          ,
          <source>Sensors</source>
          <volume>23</volume>
          (
          <year>2022</year>
          )
          <fpage>432</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>D. M.</given-names>
            <surname>Perera</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. D.</given-names>
            <surname>Arachchige</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Mallikarachchi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Ghafoor</surname>
          </string-name>
          , I. Kanj,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Chen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. S.</given-names>
            <surname>Godage</surname>
          </string-name>
          ,
          <article-title>Teleoperation of soft modular robots: Study on real-time stability and gait control</article-title>
          ,
          <source>in: 2023 IEEE International Conference on Soft Robotics (RoboSoft)</source>
          , IEEE,
          <year>2023</year>
          , pp.
          <fpage>01</fpage>
          -
          <lpage>07</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>H.</given-names>
            <surname>Ham</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Park</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Park</surname>
          </string-name>
          ,
          <string-name>
            <given-names>X.</given-names>
            <surname>Gao</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.-L.</given-names>
            <surname>Park</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. J.</given-names>
            <surname>Park</surname>
          </string-name>
          ,
          <article-title>Teleoperation of soft robots with real-time fingertip haptic feedback using small batteries</article-title>
          ,
          <source>Advanced Materials Technologies</source>
          (
          <year>2023</year>
          )
          <fpage>2300070</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>F.</given-names>
            <surname>Stroppa</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Selvaggio</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Agharese</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Luo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. H.</given-names>
            <surname>Blumenschein</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. W.</given-names>
            <surname>Hawkes</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. M.</given-names>
            <surname>Okamura</surname>
          </string-name>
          ,
          <article-title>Shared-control teleoperation paradigms on a soft-growing robot manipulator</article-title>
          ,
          <source>Journal of Intelligent &amp; Robotic Systems</source>
          <volume>109</volume>
          (
          <year>2023</year>
          )
          <fpage>30</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>F.</given-names>
            <surname>Faure</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Duriez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Delingette</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Allard</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Gilles</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Marchesseau</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Talbot</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Courtecuisse</surname>
          </string-name>
          , G. Bousquet,
          <string-name>
            <given-names>I.</given-names>
            <surname>Peterlik</surname>
          </string-name>
          , et al.,
          <article-title>Sofa: A multi-model framework for interactive physical simulation, Soft tissue biomechanical modeling for computer assisted surgery (</article-title>
          <year>2012</year>
          )
          <fpage>283</fpage>
          -
          <lpage>321</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <surname>M. J. Page</surname>
            ,
            <given-names>J. E.</given-names>
          </string-name>
          <string-name>
            <surname>McKenzie</surname>
            ,
            <given-names>P. M.</given-names>
          </string-name>
          <string-name>
            <surname>Bossuyt</surname>
            , I. Boutron,
            <given-names>T. C.</given-names>
          </string-name>
          <string-name>
            <surname>Hofmann</surname>
            ,
            <given-names>C. D.</given-names>
          </string-name>
          <string-name>
            <surname>Mulrow</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          <string-name>
            <surname>Shamseer</surname>
            ,
            <given-names>J. M.</given-names>
          </string-name>
          <string-name>
            <surname>Tetzlaf</surname>
            ,
            <given-names>E. A.</given-names>
          </string-name>
          <string-name>
            <surname>Akl</surname>
            ,
            <given-names>S. E.</given-names>
          </string-name>
          <string-name>
            <surname>Brennan</surname>
          </string-name>
          , et al.,
          <article-title>The prisma 2020 statement: an updated guideline for reporting systematic reviews</article-title>
          ,
          <source>International journal of surgery 88</source>
          (
          <year>2021</year>
          )
          <fpage>105906</fpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>