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	<title>Lian Pin Koh &#8211; Robohub</title>
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		<title>Drones against illegal fishing</title>
		<link>https://robohub.org/drones-against-illegal-fishing/</link>
		
		<dc:creator><![CDATA[Dronologista]]></dc:creator>
		<pubDate>Thu, 24 Jul 2014 13:46:52 +0000</pubDate>
				<category><![CDATA[news]]></category>
		<category><![CDATA[environment & agriculture]]></category>
		<category><![CDATA[Lian Pin Koh]]></category>
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		<category><![CDATA[UAVs & drones]]></category>
		<guid isPermaLink="false">http://dronologista.wordpress.com/?p=676</guid>

					<description><![CDATA[Illegal fishing represents a major global problem. When you realize that the losses caused by this activity are worth US$23 billion per year, that one out of three bluefin tunas are caught illegally and that around 20% of all fish hauled around the wo...]]></description>
										<content:encoded><![CDATA[<img fetchpriority="high" decoding="async" class="alignleft size-full wp-image-35154" alt="illegal_fishing" src="http://robohub.org/wp-content/uploads/2014/07/illegal_fishing.jpg" width="800" height="530" srcset="https://robohub.org/wp-content/uploads/2014/07/illegal_fishing.jpg 800w, https://robohub.org/wp-content/uploads/2014/07/illegal_fishing-425x281.jpg 425w, https://robohub.org/wp-content/uploads/2014/07/illegal_fishing-452x300.jpg 452w" sizes="(max-width: 800px) 100vw, 800px" />
<div class="minitext">Image source: <a href="https://www.flickr.com/photos/earthraceconservation/9255702307/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Flickr</a></div>
<p>With industry losses worth US$23 billion per year, illegal fishing represents a major global problem. One out of three bluefin tunas are caught illegally, as are around 20% of all fish hauled around the world. Even the legal fishing industry, with its compliance to maritime wildlife protection standards, has the capacity to damage fragile maritime ecosystems. Illegal fishing can completely destroy them.<span id="more-35150"></span></p>
<p>Efforts are being made on a global scale to tackle this problem, however the challenge has persisted due to the substantial number of time, people, boats and aircraft typically required to patrol large stretches of coastline. But unmanned aircraft patrols are proving to be a viable solution.</p>
<p>One of the countries hardest hit by illegal fishing is Belize, a small coastal country in Central America. It was so rampant that in March of this year the European Union <a title="EU bans seafood from Belize" href="http://euobserver.com/environment/123603" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">suspended</a> all seafood imports from Belize (as well as from Cambodia and Guinea, for the same reason).</p>
<p>Help comes from <a title="ConservationDrones.org" href="http://conservationdrones.org/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">ConservationDrones.org</a>, a non-profit organization dedicated to building and using UAVs for conservation-related applications, and sharing their knowledge with conservation workers and researchers worldwide, especially those in developing countries. Belize Fisheries Department officials are now being trained to use drones to monitor fishing areas, following a test phase that started in July 2013.</p>
<p><iframe src="http://www.youtube.com/embed/ITOMPktNoPY?version=3&amp;rel=1&amp;%23038;fs=1&amp;%23038;showsearch=0&amp;%23038;showinfo=1&amp;%23038;iv_load_policy=1&amp;%23038;wmode=transparent" height="322" width="519" frameborder="0"></iframe></p>
<p>The fixed wing drones that are being used for this project can fly for over an hour, have a range of 50km and are capable of capturing high-definition photos and videos. They will be used to patrol difficult to reach areas, such as coastal mangrove forests, at a fraction of the cost of a conventional, manned aircraft. Once the illegal activity is located, authorities can dispatch a vessel and perform a seagoing search much more efficiently.</p>
<p>It will be interesting to see the effects of these new tactics against “pirate” fishing practice, and how soon Belize will begin to reap the benefits &#8211; specifically the lifting of the EU&#8217;s seafood import ban.</p>
<p>On a side note, drones provided by ConservationDrones.org should provide a much-needed, low-cost solution for the protection of one of the world’s most famous coral reefs, <a title="Glover&#039;s Reef" href="http://programs.wcs.org/gloversreef/AboutGloversReef/GloversReefMarineReserve.aspx" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Glover’s Reef</a>.</p>
<p>For further reading, see <a href="http://robohub.org/ted-global-2013-speaker-lian-pin-koh-on-conservation-drones/" data-wpel-link="internal">this post by the Founding Director of Conservation Drones Lian Pin Koh</a>, check out his <a href="http://www.ted.com/talks/lian_pin_koh_a_drone_s_eye_view_of_conservation" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">TED Talk</a>, or see these articles on <a title="Gizmag" href="http://www.gizmag.com/belize-drones-coastline-illegal-fishing/33070/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Gizmag</a>, <a title="National Geographic" href="http://news.nationalgeographic.com/news/2014/07/140718-drones-illegal-fishing-pirate-belize-ocean/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">National Geographic</a> and the <a title="NYTimes" href="http://www.nytimes.com/2014/07/22/science/drones-on-a-different-mission.html?_r=0" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">New York Times</a>.</p>
<p>Video courtesy of <a title="ConservationDrones.org" href="http://conservationdrones.org/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">ConservationDrones.org</a></p>
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		<title>TED Global 2013 speaker Lian Pin Koh on &#8220;Conservation Drones&#8221;</title>
		<link>https://robohub.org/ted-global-2013-speaker-lian-pin-koh-on-conservation-drones/</link>
		
		<dc:creator><![CDATA[Lian Pin Koh]]></dc:creator>
		<pubDate>Tue, 11 Jun 2013 19:17:27 +0000</pubDate>
				<category><![CDATA[articles]]></category>
		<category><![CDATA[ETH Zurich]]></category>
		<category><![CDATA[Lian Pin Koh]]></category>
		<category><![CDATA[TED Global]]></category>
		<category><![CDATA[TEDGlobal2013]]></category>
		<category><![CDATA[UAVs & drones]]></category>
		<guid isPermaLink="false">http://robohub.org/?p=15194</guid>

					<description><![CDATA[Lian Pin Koh (left) and Serge Wich (right) in Zurich with an early prototype of Conservation Drone. TED Global speaker/drone ecologist Lian Pin Koh and fellow researcher Serge Wich share how drones are playing an important role in helping conservationists survey and map ecologically sensitive parts of the globe. Global land-use changes continue to be [&#8230;]]]></description>
										<content:encoded><![CDATA[<img decoding="async" width="692" height="517" class=" size-full wp-image-15203" alt="Koh_Wich_with_conservation_drone" src="http://robohub.org/wp-content/uploads/2013/06/Koh_Wich_with_conservation_drone.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/Koh_Wich_with_conservation_drone.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/Koh_Wich_with_conservation_drone-300x224.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/Koh_Wich_with_conservation_drone-401x300.jpg 401w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">Lian Pin Koh (left) and Serge Wich (right) in Zurich with an early prototype of Conservation Drone.</div>
<p><em>TED Global speaker/drone ecologist Lian Pin Koh and fellow researcher Serge Wich share how drones are playing an important role in helping conservationists survey and map ecologically sensitive parts of the globe.</em></p>
<p>Global land-use changes continue to be a major driver of biodiversity loss and greenhouse gas emissions. Remote sensing technology is increasingly used to assess changes in land use, species distributions and carbon stocks. However, satellite and airborne sensors can be prohibitively costly and inaccessible for researchers, or they may not have the required spatial resolution. Recently UAVs have been used by conservation researchers and practitioners across various parts of the world. These inexpensive UAVs typically cost less than $4000 US, and have been dubbed ‘Conservation Drones’. <span id="more-15194"></span>The drones are equipped with cameras to record videos at up to 1080 pixel resolution (high definition), and acquire aerial photographs of &lt;2 cm pixel resolution. Aerial photographs can be stitched together to produce near real-time geo-referenced land use/cover maps of surveyed areas and 3D models.</p>
<p><strong><i>This post is part of </i><i><a href="http://robohub.org/tag/tedglobal2013/" data-wpel-link="internal">Robohub’s TED Global 2013 coverage</a>.</i></strong></p>
<img decoding="async" width="692" height="519" class=" size-full wp-image-15199" alt="conservation_drone_demo" src="http://robohub.org/wp-content/uploads/2013/06/conservation_drone_demo.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/conservation_drone_demo.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_demo-300x225.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_demo-400x300.jpg 400w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">Serge Wich and Lian Pin Koh preparing a Conservation Drone for a demonstration mission for the French conservation group, HUTAN, near the Kinabatangan river in Borneo.</div>
<p><strong>Why did we develop Conservation Drones?</strong><br />
Globally, biodiversity continues to decline, and a disproportional amount of this decline occurs in the tropics where the majority of global biodiversity is found. One urgent challenge for conservationists is to be able to accurately assess and monitor changes in forest cover, species distributions and population dynamics. To obtain such data, conservationists currently rely on satellite-based remote sensing for mapping and monitoring land use changes, and on ground surveys to determine and monitor species distribution and population dynamics. Although low-resolution satellite images are freely available at specific time intervals, it is often prohibitively expensive to obtain sub-meter resolution images. Yet, such high-resolution data are often critical for accurately detecting and tracking land use change at the landscape scale. Furthermore, large portions of the humid tropics are often obscured from remote sensing satellites due to persistent cloud cover. As such, cloud-free satellite images for a specific time period/series and location are often not readily available.</p>
<img decoding="async" width="692" height="519" class=" size-full wp-image-15200" alt="conservation_drone_elephant_detection" src="http://robohub.org/wp-content/uploads/2013/06/conservation_drone_elephant_detection.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/conservation_drone_elephant_detection.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_elephant_detection-300x225.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_elephant_detection-400x300.jpg 400w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">An elephant detected during one of the drone missions in North Sumatra, Indonesia.</div>
<p>A second major conservation challenge concerns assessment and monitoring of biodiversity. Currently, this is largely achieved through ground surveys, which are often time-consuming, financially expensive, and logistically challenging in remote areas. As a result, surveys are not conducted at the frequency required to monitor population trends, and some remote tropical forests have never been surveyed for biodiversity due to difficult and inaccessible terrain.</p>
<p>An additional challenge for conservationists is the illegal encroachment into protected areas and illegal hunting of prized animals, such as tiger, rhinos, and elephants. The areas that need to be surveyed in these cases are large, and current ground and manned aircraft surveys do not occur regularly enough to be able to effectively reduce illegal activities.</p>
<p>To address these challenges, we are developing the use of inexpensive, autonomous unmanned aerial vehicles for surveying and mapping forests, biodiversity and potential illegal activities – <a href="http://www.conservationdrones.org" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Conservation Drones</a>.</p>
<img decoding="async" width="692" height="519" class=" size-full wp-image-15198" alt="conservation_drone_cambodia_forest" src="http://robohub.org/wp-content/uploads/2013/06/conservation_drone_cambodia_forest.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/conservation_drone_cambodia_forest.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_cambodia_forest-300x225.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_cambodia_forest-400x300.jpg 400w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">Drone image of a forest in Cambodia.</div>
<p><strong>What are Conservation Drones?</strong><br />
Although we have been using several airframes for our drones since we started, the core part of the system has remained the same. The core is an autopilot system (APM) developed by an online community (diydrones.com). By combining the APM with open-source mission planner software (APM Planner), we convert off-the-shelf model airplanes into drones. We use inexpensive airframes so that the technology can be accessible to conservation organizations and researchers, who often do not have the funding to acquire drones and maintain them.</p>
<p><i>The sensors<br />
</i>We have equipped our drones with various camera systems for still-photography and videography. We have been mainly using the Canon SX230 with a build-in GPS so that all photos are geo-tagged. We replace the original firmware of the Canon camera with a <a href="http://chdk.wikia.com/wiki/CHDK" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Canon Hack Development Kit</a>. This ‘hacked’ firmware allows us to implement a customized intervalometer script to command the camera to take photographs at user-specified time intervals (e.g., every 3 seconds). This script also allows the user to define several other parameters including: i) time-delay before the camera begins taking pictures, ii) focal length of camera lens, and iii) time before camera automatically shuts down and retracts its lens.</p>
<p>We also use video cameras such as the GoPro Hero and the ContourGPS. These take high definition videos at 1080 x 720 pixels. We attached these cameras underneath or on the side of the fuselage. Using the APM Planner, we program the flight path of each mission by clicking on waypoints in a Google satellite map interface. The drone can be programmed to take off and land autonomously, and circle over any waypoint for a specified number of turns or duration. Users could also program other flight parameters such as ground speed and altitude of each waypoint.</p>
<img decoding="async" width="692" height="636" class=" size-full wp-image-15201" alt="conservation_drone_mosaic" src="http://robohub.org/wp-content/uploads/2013/06/conservation_drone_mosaic.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/conservation_drone_mosaic.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_mosaic-300x275.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_mosaic-326x300.jpg 326w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">A mosaic of drone images during a mission over an agricultural landscape in Sabah.</div>
<p><strong>What have we achieved so far?</strong><br />
Since our start in January of this year we have made over 200 conservation drone flights in several countries including Switzerland, Netherlands, Indonesia, Malaysia and Nepal, Congo, Gabon, Madagascar, United States, and Greenland. These flights have provided us a large amount of photos and videos, which we have examined with respect to our three main initial goals. We describe these below.</p>
<p><i>Mapping land use</i><br />
So far we have been able to take sets of high-resolution photos of various areas that can be stitched together into a geo-referenced mosaic so that it can be used in geographic information system software. Such mosaics give detailed information on type of land use, agriculture, and settlements. In addition, the images can be used to create three-dimensional models of the areas that were covered during missions due to the overlap between the photos. Such models can potentially be used to calculate a number of characteristics of different land uses such as tree height and tree density.</p>
<p><i>Biodiversity</i><br />
The high-resolution nature of our images have also allowed us to detect various wildlife species on our photos or their signs including orangutans and their nests, elephants, rhinos, forest buffaloes, and even turtle nests. The next important step for our work is to derive the distribution and density of these wildlife species based on drone images so that this technique can become a standard application for conservation workers. To achieve this goal, we are collaborating with colleagues, including Prof. Dr. Andreas Krause at ETH Zurich to automate the detection of orangutan nests.</p>
<p><i>Illegal activities</i><br />
For conservation workers, having access to up-to-date information on illegal logging in protected areas and poaching are extremely important. The video and photos taken from the drones can be used to detect such these illegal activities. For example, geo-tagged drone images of recently logged areas could help authorities track down illegal loggers and provide evidence for their conviction. When poachers are in a forest, they often create campfires for cooking or smoking the bush-meat from animals they have hunted. The detection of smoke rising above a forest would thus be very useful to locate these poachers. Conservation drones equipped with a high definition video camera could facilitate the detection of smoke many kilometers away. Furthermore, a ‘live’ video link would allow rangers to patrol the forest in real time, and react immediately when needed.</p>
<img decoding="async" width="692" height="489" class=" size-full wp-image-15202" alt="conservation_drone_orangutan_nests" src="http://robohub.org/wp-content/uploads/2013/06/conservation_drone_orangutan_nests.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/conservation_drone_orangutan_nests.jpg 692w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_orangutan_nests-300x211.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/conservation_drone_orangutan_nests-424x300.jpg 424w" sizes="(max-width: 692px) 100vw, 692px" />
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<div class="minitext">Drone images of orang-utan nests acquired during missions in Southeast Asia.</div>
<p><strong>Plans for the future</strong><br />
Conservation Drones is a constant work in progress. We are currently working with other colleagues to explore the use of our drones as a ‘data mule’. For example, drones equipped with a scanning radio receiver might be able to triangulate the location of forest animals that have been tagged with a radio collar. This would be a much more efficient way of locating these radio-collared animals than the traditional method of walking the forest on foot with a cumbersome radio antenna.</p>
<p>We are also working with <a href="http://www.wwfnepal.org" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">WWF Nepal</a> and <a href="http://www.wwfindia.org" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">India</a> to equip drones with thermal imaging cameras. These camera systems would be able to detect heat emitting objects from the ground, which would help rangers locate both wildlife and poachers at night.</p>
<p>&nbsp;</p>
<p><strong>Further Reading<br />
</strong>Koh, L. H., Wich, S. A. (2012) <a href="http://robohub.org/wp-content/uploads/2013/06/TCS-2012_jun_121-132_Koh_and_Wich.pdf" data-wpel-link="internal">Dawn of drone ecology: low-cost autonomous aerial vehicles for conservation</a>. <i>Tropical Conservation Science</i> 5: 121-132.</p>
<p><a href="http://www.conservationdrones.org" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">www.conservationdrones.org</a></p>
<p>&nbsp;</p>
<p>See all the posts in <a href="http://robohub.org/tag/tedglobal2013/" data-wpel-link="internal"><i>Robohub’s TED Global 2013 coverage</i></a><i>.</i></p>
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		<title>Live at TED Global 2013: Tweets, photos and video for quadrotor fans</title>
		<link>https://robohub.org/live-at-ted-global-2013-tweets-photos-and-more-for-quadrotor-fans/</link>
		
		<dc:creator><![CDATA[Robohub Editors]]></dc:creator>
		<pubDate>Tue, 11 Jun 2013 19:43:00 +0000</pubDate>
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		<category><![CDATA[Daniel Suarez]]></category>
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		<category><![CDATA[Flying Machine Arena]]></category>
		<category><![CDATA[Lian Pin Koh]]></category>
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		<category><![CDATA[Raffaello D'Andrea]]></category>
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		<guid isPermaLink="false">http://robohub.org/?p=15138</guid>

					<description><![CDATA[Raffaello D&#8217;Andrea demos his quadrotor &#8220;athletes&#8221; at TED Global 2013. Update with the full video below Check out live tweets, amazing photos, TED blog posts and awesome video coverage of the session Those Flying Things at this year&#8217;s TED Global, featuring the work of automation and controls expert Raffaello D&#8217;Andrea, and drone ecologist Lian Pin Koh. We will [&#8230;]]]></description>
										<content:encoded><![CDATA[<img decoding="async" width="900" height="461" class="size-full wp-image-15152" alt="TED_James_Davidson6" src="http://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson6.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson6.jpg 900w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson6-300x153.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson6-500x256.jpg 500w" sizes="(max-width: 900px) 100vw, 900px" />
<div class="minitext">Raffaello D&#8217;Andrea demos his quadrotor &#8220;athletes&#8221; at TED Global 2013.</div>
<div class="minitext" style="color:#ff0000;">Update with the full video below</div>
<p>Check out live tweets, amazing photos, TED blog posts and awesome video coverage of the session <a href="http://conferences.ted.com/TEDGlobal2013/program/guide.php#Session2:ThoseFlyingThings" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Those Flying Things</a> at this year&#8217;s TED Global, featuring the work of automation and controls expert <a href="http://robohub.org/ted-global-raffaello-dandrea-and-his-quadrocopters-machine-athleticism/" data-wpel-link="internal">Raffaello D&#8217;Andrea</a>, and drone ecologist Lian Pin Koh. We will be adding new material here as it becomes available, so check back soon. <em>Photo credit: <a href="http://duncandavidson.com/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">James Duncan Davidson</a>.</em></p>
<p><span id="more-15138"></span></p>
<p><strong><i>This post is part of </i><i><a href="http://robohub.org/tag/tedglobal2013/" data-wpel-link="internal">Robohub’s TED Global 2013 coverage</a>.</i></strong></p>
<p><strong>Update: TED video | Raffaello D&#8217;Andrea: The astounding athletic power of quadcopters</strong></p>
<p><iframe src="http://embed.ted.com/talks/raffaello_d_andrea_the_astounding_athletic_power_of_quadcopters.html" height="440" width="100%" allowfullscreen="" frameborder="0" scrolling="no"></iframe></p>
<p>&nbsp;</p>
<p><strong>Update: TED video | Timelapse: Building an arena for flying robots</strong><br />
See the full TED Blog post for more <a href="http://blog.ted.com/2013/06/12/timelapse-building-an-arena-for-flying-robots/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">about how James Duncan Davidson made the video</a>.</p>
<p><iframe src="http://player.vimeo.com/video/68170827" height="440" width="100%" allowfullscreen="" frameborder="0"></iframe></p>
<p><a class="twitter-timeline" href="https://twitter.com/search?q=quadrotor+OR+quadrocopter+OR+drone+OR+D%27Andrea+OR+Raffaello+OR+Lian+OR+Pin+OR+Koh+%23TEDGlobal" data-widget-id="344499978741374977" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Tweets about &#8220;quadrotor OR quadrocopter OR drone OR quadcopter OR quadcoptor OR quadrocoptor OR D&#8217;Andrea OR Raffaello OR Lian OR Pin OR Koh OR robot OR Suarez #TEDGlobal&#8221;</a><br />
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<img decoding="async" width="900" height="584" class="size-full wp-image-15154" alt="TED_James_Davidson8" src="http://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson8.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson8.jpg 900w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson8-300x194.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson8-462x300.jpg 462w" sizes="(max-width: 900px) 100vw, 900px" />
<div class="minitext">A quadrotor balances a glass of water while in mid-air.</div>
<p>In his TED Global talk titled &#8220;Machine Athleticism&#8221; Raffaello D&#8217;Andrea shows how he uses control algorithms to push quadrotors to perform at their physical limits. Instead of relying on slides, D&#8217;Andrea (who is well-known for his quadrotor demos) demonstrates his flying machines live as they toss a ball, balance a poll, serve a glass of water without spilling a drop, and even fly with their props cut off. In his own words, D&#8217;Andrea&#8217;s talk is about &#8220;the ability of machines to perform dynamic feats that fully exploit their physical capabilities.&#8221;</p>
<img decoding="async" width="900" height="639" class="size-full wp-image-15155" style="color: #333333; font-style: normal; line-height: 24px; margin-top: 0.4em;" alt="TED_James_Davidson9" src="http://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson9.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson9.jpg 900w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson9-300x213.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson9-422x300.jpg 422w" sizes="(max-width: 900px) 100vw, 900px" />
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<div class="minitext">D&#8217;Andrea interacts with a quadrotor. Foam balls covered with retro-reflective tape serve as markers for the overhead camera system.</div>
<img decoding="async" width="900" height="608" class="size-full wp-image-15153" alt="TED_James_Davidson7" src="http://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson7.jpg" srcset="https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson7.jpg 900w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson7-300x202.jpg 300w, https://robohub.org/wp-content/uploads/2013/06/TED_James_Davidson7-444x300.jpg 444w" sizes="(max-width: 900px) 100vw, 900px" />
<div class="minitext">A quadrotor balances a pole.</div>
<p>Check out official TED blogger <a href="http://blog.ted.com/author/kateted/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Kate Torgovnick</a> for her coverage of <a href="http://blog.ted.com/2013/06/11/athletic-machines-raffaello-dandrea-at-tedglobal-2013/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Raffaello D&#8217;Andrea&#8217;s talk</a>.</p>
<p><strong><i>See all the posts in </i><a href="http://robohub.org/tag/tedglobal2013/" data-wpel-link="internal"><i>Robohub’s TED Global 2013 coverage</i></a><i>.</i></strong></p>
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