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	<title>Justin Kim &#8211; Robohub</title>
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		<title>mROBerTO: The modular millirobot for swarm behavior studies</title>
		<link>https://robohub.org/mroberto-the-modular-millirobot-for-swarm-behavior-studies/</link>
		
		<dc:creator><![CDATA[Justin Kim]]></dc:creator>
		<pubDate>Wed, 26 Oct 2016 09:25:16 +0000</pubDate>
				<category><![CDATA[education]]></category>
		<category><![CDATA[AI-cognition]]></category>
		<category><![CDATA[micro & nano]]></category>
		<category><![CDATA[modular]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[sensing]]></category>
		<category><![CDATA[swarm]]></category>
		<category><![CDATA[University of Toronto]]></category>
		<guid isPermaLink="false">http://robohub.org/mroberto-the-modular-millirobot-for-swarm-behavior-studies/</guid>

					<description><![CDATA[Developed by a team at the University of Toronto, mROBerTO (milli-ROBot TORonto) is designed for swarm-robotics researchers who might wish to test their collective-behavior algorithms with real physical robots. With just a 16 mm x 16 mm footprint, mROBerTO can be used in a multitude of other miniature robot projects too—its modular design allowing for [&#8230;]]]></description>
										<content:encoded><![CDATA[<a href="http://robohub.org/wp-content/uploads/2016/10/mroberto-title-view-miniature.jpg" data-wpel-link="internal"><img fetchpriority="high" decoding="async" class="aligncenter size-full wp-image-67501" src="http://robohub.org/wp-content/uploads/2016/10/mroberto-title-view-miniature.jpg" alt="mroberto-title-view-miniature" width="728" height="380" srcset="https://robohub.org/wp-content/uploads/2016/10/mroberto-title-view-miniature.jpg 728w, https://robohub.org/wp-content/uploads/2016/10/mroberto-title-view-miniature-425x222.jpg 425w, https://robohub.org/wp-content/uploads/2016/10/mroberto-title-view-miniature-500x261.jpg 500w" sizes="(max-width: 728px) 100vw, 728px" /></a>
<p>Developed by a team at the <a href="http://asblab.mie.utoronto.ca/" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">University of Toronto</a>, mROBerTO (<a href="http://asblab.mie.utoronto.ca/research-areas/swarm-robotics-and-mroberto" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">milli-ROBot TORonto</a>) is designed for swarm-robotics researchers who might wish to test their collective-behavior algorithms with real physical robots. With just a 16 mm x 16 mm footprint, mROBerTO can be used in a multitude of other miniature robot projects too—its modular design allowing for easy addition or removal of components.<span id="more-67496"></span></p>
<p><em>mROBerTOs </em>can determine any nearby robots’ relative distances and bearings by their unique robot IDs (up to 150 mm sensing radius) with the use of modulated IR signals. To achieve this, <em>mROBerTO </em>has an all-around coverage of IR phototransistors and emitters that can receive and send modulated IR signals. Furthermore, <em>mROBerTO</em> is equipped with <a href="http://www.laptopmag.com/articles/just-what-is-bluetooth-4-0-anyway" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Bluetooth Smart</a> and <a href="https://www.thisisant.com/" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">ANT Wireless</a> communication capabilities, which allow point-to-point and mesh network communication among robots. As for movement, there are two small motors located at the back of the robot that act as wheels and move the robot in a differential-drive configuration.</p>
<div id="attachment_67498" style="width: 910px" class="wp-caption aligncenter"><a href="http://robohub.org/wp-content/uploads/2016/10/mroberto-modular-view-jpg.jpg" data-wpel-link="internal"><img decoding="async" aria-describedby="caption-attachment-67498" class="size-full wp-image-67498" src="http://robohub.org/wp-content/uploads/2016/10/mroberto-modular-view-jpg.jpg" alt="mROBerTO modular components. Image: University of Toronto" width="900" height="821" srcset="https://robohub.org/wp-content/uploads/2016/10/mroberto-modular-view-jpg.jpg 900w, https://robohub.org/wp-content/uploads/2016/10/mroberto-modular-view-jpg-425x388.jpg 425w, https://robohub.org/wp-content/uploads/2016/10/mroberto-modular-view-jpg-329x300.jpg 329w" sizes="(max-width: 900px) 100vw, 900px" /></a><p id="caption-attachment-67498" class="wp-caption-text">mROBerTO modular components. Image: University of Toronto</p></div>
<p>The majority of swarm robotics research has so far been limited to running virtual simulations for the purpose gathering experimental data. In order to test swarm behavior algorithms in a more realistic setting, we have to use physical robots in an environment where real-world constraints act upon the experiments. However, a swarm will often consist of tens—even hundreds—of robots operating together. So robots should ideally be as small as possible if these swarm algorithms are to be tested in a lab setting with limited work-space. And since we need a large number of these robots for experiments, we should aim to use only off-the-shelf components for easy assembly, production, and maintenance. In addition, certain swarm algorithms may require special sensing capabilities in the swarm robots, requiring modular in-design to allow quick exchanges of processing and sensing hardware. <em>mROBerTO</em> was designed to address these specific issues.</p>
<div class="keep-aspect"><iframe title="mROBerTO (milli-ROBot-TOronto) for Swarm Robotics" width="500" height="281" src="https://www.youtube-nocookie.com/embed/H-kuOcyjWsQ?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></div>
<p></p>
<p>At the moment, there are no commercially available <em>mROBerTO</em>s. The BoM costs approximately 60 USD, and the source files of both the hardware and software can be provided by the developers. <em>mROBerTO</em>s were developed using the <a href="http://www.eclipse.org/downloads/packages/eclipse-ide-java-developers/keplersr1" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Eclipse IDE</a> with <a href="https://www.segger.com/jlink-debug-probes.html" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">SEGGER J-Link</a> programmer/debugger but any integrated development environment that supports ARM GCC can be used to develop on mROBerTOs. For wireless debugging and development purposes, we recommend the user getting an <a href="https://www.nordicsemi.com/Products/nRF51-Series-SoC" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">nRF51 or nRF52 </a>development board to wirelessly communicate with <em>mROBerTO</em>s.</p>
<p>mROBerTO was developed by <a href="http://asblab2012.mie.utoronto.ca/users/goldie" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Goldie Nejat</a>, <a href="http://asblab.mie.utoronto.ca/users/justin" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Justin Y. Kim</a>, Tyler Colaco, <a href="http://asblab.mie.utoronto.ca/users/zendai" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Zendai Kashino</a> and Beno Benhabib at the University of Toronto, <a href="https://www.mie.utoronto.ca/" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">Department of Mechanical Engineering</a>. The latest version of the robot was completed in June 2016 and first featured in <a href="https://ras.papercept.net/conferences/conferences/IROS16/program/IROS16_ContentListWeb_3.html" target="_blank" data-wpel-link="external" rel="follow external noopener noreferrer">2016 IEEE/RSJ International Conference</a> on Intelligent Robots and Systems (IROS) as &#8216;mROBerTO: A Modular Millirobot for Swarm-Behavior Studies&#8217;.</p>
<hr class="xh2  ">
<p><em>If you liked this article, you may also want to read these other articles on swarm robotics:</em></p>
<ul>
<li><a href="http://robohub.org/swarms-of-precision-agriculture-robots-could-help-put-food-on-the-table/" target="_blank" data-wpel-link="internal">Swarms of precision agriculture robots could help put food on the table</a></li>
<li><a href="http://robohub.org/machines-can-learn-by-simply-observing-without-being-told-what-to-look-for/" target="_blank" data-wpel-link="internal">Machines can learn by simply observing, without being told what to look for</a></li>
<li><a href="http://robohub.org/raffaello-dandrea-at-ted2016-novel-flying-machines-and-swarms-of-tiny-flying-robots/" target="_blank" data-wpel-link="internal">Raffaello D’Andrea at TED2016: Novel flying machines and swarms of tiny flying robots</a></li>
<li><a href="http://robohub.org/scaling-up-underwater-swarmbot-research-from-tabletop-aquarium-to-the-venice-lagoon-cocoro-video-5052/" target="_blank" data-wpel-link="internal">Scaling up underwater swarmbot research from tabletop ‘aquarium’ to the Venice Lagoon (CoCoRo Video #50/52)</a></li>
</ul>
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