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	<title> &#187; Dustyn Roberts</title>
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	<link>http://www.dustynrobots.com</link>
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		<title>Marymount School Talk</title>
		<link>http://www.dustynrobots.com/news/marymount-school-talk/</link>
		<comments>http://www.dustynrobots.com/news/marymount-school-talk/#comments</comments>
		<pubDate>Thu, 26 Jan 2012 19:16:24 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=749</guid>
		<description><![CDATA[Thanks to Jaymes Dec for inviting me to talk at the Marymount School! Here are my notes: Who I am and what I do&#8230; Dustyn Robots Honeybee Robotics Making Things Move SADbot Robotic hand Robotic arm]]></description>
			<content:encoded><![CDATA[<p>Thanks to Jaymes Dec for inviting me to talk at the <a href="http://marymountnyc.org/">Marymount School</a>! Here are my notes:</p>
<p>Who I am and what I do&#8230; <a href="http://www.dustynrobots.com/">Dustyn Robots</a><br />
<a href="http://www.honeybeerobotics.com/">Honeybee Robotics</a><br />
<a href="http://www.makingthingsmove.com/">Making Things Move</a><br />
<a href="http://www.makingthingsmove.com/resources/chp-10/">SADbot</a><br />
<a href="http://www.flickr.com/photos/dustynrobots/6766883449/in/photostream">Robotic hand</a><br />
<a href="http://www.flickr.com/photos/dustynrobots/6531977729/in/set-72157627951190369">Robotic arm</a></p>
]]></content:encoded>
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		<title>Walking animation by Greg Borenstein</title>
		<link>http://www.dustynrobots.com/news/walking-animation-by-greg-borenstein/</link>
		<comments>http://www.dustynrobots.com/news/walking-animation-by-greg-borenstein/#comments</comments>
		<pubDate>Sat, 19 Nov 2011 04:25:19 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=736</guid>
		<description><![CDATA[Greg, a former student of mine and current friend/colleague/author/resident researcher at NYU ITP put together this animation within hours of meeting with him to talk about the human movement visualization work needed in the Applied Dynamics &#038; Optimization Lab at NYU-Poly I work in. Biomechanic Leg Visualization from Greg Borenstein on Vimeo. It&#8217;s just a [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://gregborenstein.com/">Greg</a>, a former student of mine and current friend/colleague/author/resident researcher at NYU ITP put together this animation within hours of meeting with him to talk about the human movement visualization work needed in the Applied Dynamics &#038; Optimization Lab at NYU-Poly I work in.  </p>
<p><iframe src="http://player.vimeo.com/video/32306260?title=0&amp;byline=0&amp;portrait=0" width="400" height="225" frameborder="0" webkitAllowFullScreen mozallowfullscreen allowFullScreen></iframe>
<p><a href="http://vimeo.com/32306260">Biomechanic Leg Visualization</a> from <a href="http://vimeo.com/user1249829">Greg Borenstein</a> on <a href="http://vimeo.com">Vimeo</a>.</p>
<p>It&#8217;s just a glimpse of what is to come!  This is the kind of thing that happens when you pair up artists and engineers.  I fed him some data from <a href="http://www.amazon.com/Biomechanics-Motor-Control-Human-Movement/dp/0470398183/ref=sr_1_8?ie=UTF8&#038;qid=1321676606&#038;sr=8-8">Biomechanics and Motor Control of Human Movement</a> by David Winter, and he put this together in OpenFrameworks (and a version in Processing). </p>
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		<item>
		<title>Hiring students at NYU-Poly Lab</title>
		<link>http://www.dustynrobots.com/news/hiring-students-at-nyu-poly-lab/</link>
		<comments>http://www.dustynrobots.com/news/hiring-students-at-nyu-poly-lab/#comments</comments>
		<pubDate>Thu, 10 Nov 2011 03:53:29 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=733</guid>
		<description><![CDATA[Hello world! We are looking to hire one or two students in the lab I work at within NYU-Poly: the Applied Dynamics &#038; Optimization Lab. Ideally this will take the form of project for academic credit &#8211; a Master&#8217;s project, undergraduate research credits, internship credit, independent study, etc. The credits would officially be for Spring [...]]]></description>
			<content:encoded><![CDATA[<p>Hello world!  We are looking to hire one or two students in the lab I work at within NYU-Poly: the <a href="http://faculty.poly.edu/~jhkim/research.html">Applied Dynamics &#038; Optimization Lab</a>.  Ideally this will take the form of project for academic credit &#8211; a Master&#8217;s project, undergraduate research credits, internship credit, independent study, etc.  The credits would officially be for Spring 2012, but we&#8217;re looking to hire as soon as possible.  So you if you think you have the skills to get the job done, or know someone who does, please get in touch!  The position(s) will be at NYU-Poly, but students from other universities with internship credit mechanisms are welcome to apply.  We will consider students for each project separately but of course if you think you can cover both of the projects that&#8217;s even better.  </p>
<p><strong>Battery Monitor project</strong>:<br />
By utilizing existing technology and/or developing a small custom circuit, the student will develop a real time battery monitor.  The battery monitor will measure the capacity of a battery before, after, and during a load-related task (e.g. while a motor is running for several minutes) to quantify the total energy consumption and the energy consumption rate.  The monitor will work with different battery sizes (AA, C, D) and different battery chemistries (alkaline, NiMh, LiPo, etc).  The ability to log the relevant data through Processing, MATLAB, LabVIEW, or other tool is essential, and real-time visualization is desired.  Knowledge of custom PCB creation &#8211; both design in EagleCAD and actual fabrication &#8211; is also a plus.</p>
<p><strong>Human Movement Visualization project</strong>:<br />
The student will investigate the ability of OpenSim &#8211; an open source human movement simulation software &#8211; to model custom generated human movement trajectories.  Familiarity with C++ and Java is desired but not required.  If OpenSim proves to be a useful platform for this research, the student will need to familiarize themselves with all aspects of the software and develop the capability to load custom data and output an appropriate visualization of the movement.  In parallel with the OpenSim evaluation, the student will evaluate the use of Processing &#8211; another open source visualization tool &#8211; in the same way, starting with an existing simplified human model.  The goal of the project is to identify and/or partially develop a freely available and easy to use tool to visualize human movement data generated from our lab</p>
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		<title>Coworking and shop space in NYC</title>
		<link>http://www.dustynrobots.com/news/coworking-and-shop-space-in-nyc/</link>
		<comments>http://www.dustynrobots.com/news/coworking-and-shop-space-in-nyc/#comments</comments>
		<pubDate>Fri, 28 Oct 2011 04:21:44 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=723</guid>
		<description><![CDATA[I was at a talk at NYU-Poly this evening given by Fred Wilson entitled Why Sector Diversity Matters: Building energy and biotech startups in NYC. I pointed out that unlike the software startups that can be built just about anywhere, biotech and energy startups will often need space and stuff to prototype with. There are [...]]]></description>
			<content:encoded><![CDATA[<p>I was at a <a href="http://nyuess10.eventbrite.com">talk at NYU-Poly</a> this evening given by Fred Wilson entitled <em>Why Sector Diversity Matters: Building energy and biotech startups in NYC</em>.  I pointed out that unlike the software startups that can be built just about anywhere, biotech and energy startups will often need space and stuff to prototype with.  There are several coworking spaces and incubators being set up around NYC, but none that offer desk space and a machine shop, laser cutter, 3D printer, soldering equipment, etc. all in one place to facilitate this type of work.  Fred also mentioned someone should make a list of existing spaces, so here it is.  This is not the only list out there, but some important ones I know of were missing from other lists, and several lists I found were out of date.  I&#8217;m sure I don&#8217;t know all of them so please leave any omissions in the comments or email me and I&#8217;ll add them to the list!  </p>
<p><strong>Coworking spaces with some kind of prototyping equipment</strong>:<br />
<a href="http://www.collab-orators.com/">Collab</a><br />
<a href="http://www.3rdward.com/coworking">3rd Ward</a><br />
<a href="http://wiki.coworking.info/w/page/16583972/The%20Metropolitan%20Exchange">Metropolitan Exchange</a> &#8211; an <a href="http://33flatbush.com/">interesting building</a> with an <a href="http://www.nytimes.com/2011/01/12/realestate/commercial/12incubate.html?pagewanted=all">interesting story</a><br />
<a href="http://techshop.ws/locations.html">Tech Shop</a> &#8211; coming soon (I was told 2-4 months from today) to Brooklyn!</p>
<p><strong>Other coworking spaces</strong>:<br />
<a href="http://green-desk.com/">green-desk</a><br />
<a href="http://nwc.co/">New Work City</a><br />
<a href="http://thechangeyouwanttosee.com/coworking">Brooklyn Coworking</a><br />
<a href="http://wiki.coworking.info/w/page/40300257/Bitmap%20Creative%20Labs">Bitmap Creative Labs</a><br />
<a href="http://www.brooklyncreativeleague.com/">Brooklyn Creative League</a><br />
<a href="http://wework.com/">we work</a><br />
<a href="http://www.greenspaceshome.com/">Green Spaces</a><br />
<a href="http://www.ingoodcompanyworkplaces.com/">in good company</a><br />
<a href="http://dogpatchlabs.com/">Dogpatch Labs</a><br />
<a href="http://www.nycofficesuites.com/home/">NYC Office Suites</a><br />
<a href="http://hiveat55.com/">hive at 55</a><br />
<a href="http://wearelikeminds.com/club">Like Minds Club</a><br />
<a href="http://greenpointcoworking.com/">Greenpoint Coworking</a><br />
<a href="http://www.sotechiespaces.com/">SoTechie Spaces</a><br />
<a href="http://www.wecreatenyc.com/">We Create NYC</a><br />
<a href="http://sunshineny.com/">Sunshine Suites</a><br />
<a href="http://paragraphny.com/">paragraph</a><br />
<a href="http://www.wixlounge.com/">Wix Lounge</a> &#8211; this one is free apparently</p>
<p><strong>Incubators</strong>:<br />
<a href="http://www.nycbiotech.org/bat.html">Brooklyn Army Terminal</a><br />
<a href="http://www.poly.edu/business/incubators/160-varick">NYU-Poly Varick Street</a><br />
<a href="http://www.poly.edu/business/incubators/best">NYU-Poly BEST</a><br />
<a href="http://www.poly.edu/business/incubators/dumbo">NYU-Poly DUMBO</a><br />
<a href="http://www.nycacre.com/">NYC ACRE</a></p>
<p><strong>Other</strong>:<br />
<a href="http://www.nycresistor.com/">NYC Resistor</a> &#8211; it&#8217;s really a hackerspace, but they do have an open craft night and a laser cutter<br />
<a href="http://genspace.org/">GenSpace</a> &#8211; a DIY bio space</p>
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		<title>Collaborative writing for journal articles</title>
		<link>http://www.dustynrobots.com/news/collaborative-writing-for-journal-articles/</link>
		<comments>http://www.dustynrobots.com/news/collaborative-writing-for-journal-articles/#comments</comments>
		<pubDate>Wed, 12 Oct 2011 13:12:15 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=678</guid>
		<description><![CDATA[My experiences to date with reports, proposals, and conference paper writing leave much to be desired. Generally I'll work on a draft in Word with track changes on, email that to the next person who will accept/reject changes then add more with track changes on, etc. There are at least two problems with this: We [...]]]></description>
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" alt="" /></p>
<p>My experiences to date with reports, proposals, and conference paper writing leave much to be desired.  Generally I'll work on a draft in Word with track changes on, email that to the next person who will accept/reject changes then add more with track changes on, etc.  There are at least two problems with this: </p>
<ol>
<li>We are all working serially, instead of in parallel, which takes more time</li>
<li>Version control is a mess - files are saved as some mix of date, latest author's initials, vX.X at the end, etc.</li>
</ol>
<p>I have enough nerd-tacular friends to know a little about Github and software development, especially open source software.  Collaborative coding is built in to the process.  When will this become the norm for collaborative writing of research papers?  What could this look like?</p>
<p>I just submitted my first full length journal article, on which my advisor has graciously listed me as first author!  There was about four of us working on it, and we went through the same inefficiencies described here.  If you have any experience or suggestions on collaborative writing and editing, please leave a comment or get in touch!  Thanks.  </p>
]]></content:encoded>
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		</item>
		<item>
		<title>Happy Ada Lovelace Day!</title>
		<link>http://www.dustynrobots.com/news/happy-ada-lovelace-day/</link>
		<comments>http://www.dustynrobots.com/news/happy-ada-lovelace-day/#comments</comments>
		<pubDate>Fri, 07 Oct 2011 12:49:33 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=709</guid>
		<description><![CDATA[In the spirit of Ada Lovelace day (check out the hourly posts at Adafruit Industries), I wanted to take a minute to thank a woman who has influenced my life and career: Dr. Yoky Matsuoka. I first met Yoky as an undergraduate student in a class she taught at Carnegie Mellon University called Human Systems [...]]]></description>
			<content:encoded><![CDATA[<p>In the spirit of Ada Lovelace day (check out the hourly posts at <a href="http://www.adafruit.com/blog/">Adafruit Industries</a>), I wanted to take a minute to thank a woman who has influenced my life and career: <a href="http://www.cs.washington.edu/homes/yoky/">Dr. Yoky Matsuoka</a>.</p>
<p><a href="http://www.dustynrobots.com/happy-ada-lovelace-day/attachment/yoky/" rel="attachment wp-att-705"><img src="http://www.dustynrobots.com/wp-content/uploads/2011/10/yoky.png" alt="" title="yoky" width="226" height="325" class="aligncenter size-full wp-image-705" /></a></p>
<p>I first met Yoky as an undergraduate student in a class she taught at Carnegie Mellon University called <a href="http://www.cs.washington.edu/homes/yoky/coursesarchive.html">Human Systems and Control</a>.   I became fascinated with how our body coordinates movement for our more than 200 muscles with such grace and lack of voluntary input.  Even recreating a seemingly simple task, like grasping a glass of water, took years of research to recreate in robotics and we&#8217;re still working on mastering such tasks.  After her course, I was lucky enough to spend a semester doing research in her lab, mostly fabricating small wearable pods for a <a href="http://neurobotics.cs.washington.edu/papers/gallagher_anthony_t_2004_1.pdf">portable motion tracking system</a> another one of her graduate students was working on.  Yoky was one of just two female professors I had during college, and the only one I could &#8220;see&#8221; myself in.  She went to UC Berkeley on a tennis scholarship, was a snowboarder, and had a wine and cheese party at her house near campus during the holidays.  As a college athlete, a fellow snowboarder, and budding wine enthusiast, she made me realize for the first time that I didn&#8217;t have to choose between my passions.  I could play sports and do engineering.  I could study biology and robotics.  Her work hard play hard attitude and spirit were unique to me among authority figures I had at the time and are both qualities I continue to develop in myself.  When I graduated, she gave me and the other undergrads from her lab small parting presents.  Mine was a book called <a href="http://www.amazon.com/Girls-Guide-Getting-What-Want/dp/B0007QC2K8/ref=sr_1_1?ie=UTF8&#038;qid=1317991677&#038;sr=8-1"><em>The Bad Girl&#8217;s Guide to Getting What You Want</em></a>.  Coolest.  Professor.  Ever.  </p>
<p>Since then she has moved on to establish a lab and career at the University of Washington, received a <a href="http://www.macfound.org/site/c.lkLXJ8MQKrH/b.2913825/apps/nl/content2.asp?content_id=%7B855A99DE-8277-4E4A-BCC2-10BDCEC1F969">MacArthur genius grant</a>, and become a wife and mother.  </p>
<p><a href="http://www.dustynrobots.com/news/happy-ada-lovelace-day/attachment/about6/" rel="attachment wp-att-714"><img src="http://www.dustynrobots.com/wp-content/uploads/2011/10/about6.jpg" alt="" title="about6" width="227" height="248" class="aligncenter size-full wp-image-714" /></a></p>
<p>I last spoke with her over email on July 26th, when I congratulated her on a recent $18.5 million grant from the National Science Foundation to establish an Engineering Research Center for Sensorimotor Neural Engineering based at the University of Washington.  She will be the director of the program.  She responded with just a smiley face and said she was 7.5 months pregnant with their 4th kid!  So by now I assume she has an infant to take care of on top of the rest of her responsibilities.  </p>
<p>So, Yoky, thank you for being an inspiration to me and I&#8217;m sure to countless other young women you have been in touch with.  Work hard, play hard, and next time I&#8217;m in Mountainview or Seattle or wherever you happen to be, we&#8217;ll take your kids snowboarding and talk about robots.  </p>
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		<title>Location Agnostic Research (with Backup): using Mozy, DropBox, LogMeIn, Adobe Pro, and Zotero</title>
		<link>http://www.dustynrobots.com/news/location-agnostic-research-using-zotero-dropbox-and-adobe-acrobat-pro/</link>
		<comments>http://www.dustynrobots.com/news/location-agnostic-research-using-zotero-dropbox-and-adobe-acrobat-pro/#comments</comments>
		<pubDate>Tue, 28 Dec 2010 22:13:39 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=648</guid>
		<description><![CDATA[It&#8217;s been a long time since I posted here, so I want to quickly share some tips that have helped me this past semester. Before I started my PhD at NYU-Poly in August 2010, I was writing at book while in residence at Eyebeam and doing some engineering consulting work. This meant my laptop went [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.dustynrobots.com/news/location-agnostic-research-using-zotero-dropbox-and-adobe-acrobat-pro/attachment/zotero/" rel="attachment wp-att-656"><img src="http://www.dustynrobots.com/wp-content/uploads/2010/12/zotero.jpg" alt="" title="zotero" width="550" height="192" class="aligncenter size-full wp-image-656" /></a></p>
<p>It&#8217;s been a long time since I posted here, so I want to quickly share some tips that have helped me this past semester.  Before I started my PhD at NYU-Poly in August 2010, I was writing at book while in residence at Eyebeam and doing some engineering consulting work.  This meant my laptop went wherever I did.  However, once I started at NYU-Poly, I got a shiny new desktop computer.  I had to figure out how to take advantage of the new hardware while still keeping in touch with my digital life on my laptop.  The point of this post is to share how I&#8217;ve figured out an almost free way to work effectively in my new office or at home, desktop or laptop, and have access to everything I need.  This has contributed significantly to my quality of life as a graduate student by always letting me get home for dinner and still work late when I need to.    </p>
<p>1) Backup<br />
Before I even get into the working remotely thing, I want to stress the importance of automatic backups.  Not the kind where you buy an external hard drive and promise yourself you&#8217;ll sync up once a week, but the sync-without-thinking kind.  I chose <a href="http://mozy.com/">Mozy Home</a> from www.mozy.com.  It&#8217;s free up to 2 GB of backup, then just $5/month for unlimited backup of one computer.  That computer is my laptop that lives at home.  As long as it&#8217;s online, it gets backed up twice a day.  I&#8217;ve never had a crash situation while using Mozy (knock on wood) so I can&#8217;t attest to how easy it is to recover, but the reviews are excellent.  </p>
<p>2) <a href="https://www.dropbox.com/install">Dropbox</a><br />
Since I was still in the process of editing my book when I started my PhD, I wanted a way to access the files from work if the publisher needed something quickly or had a question.  I also read a lot of research papers that I wanted access to at home and on my commute.  Enter Dropbox.com.  It creates a folder in your My Documents folder called My Dropbox that you can share between multiple machines.  Just download Dropbox on both machines and log in with the same account.  As an added bonus, you can also download a Dropbox app for iPhone.  If there&#8217;s a paper I want to read on my commute, I go into my Dropbox app, make it a &#8220;favorite&#8221; so it downloads to my phone, then I have full access the pdf even underground in the subway.  Nerd-tastic.</p>
<p>And, since the My Dropbox folder is on my home laptop computer, the Mozy backup (#1 above) backs up this folder as well.  Double nerd-tastic life hack.</p>
<p>You get 2GB with the free account, and if you click <a href="https://www.dropbox.com/referrals/NTEwODY3MTExOQ?src=global0">here </a>we each get 250MB more free!</p>
<p>3) <a href="https://secure.logmein.com/">LogMeIn</a><br />
This is basically free remote access software.  I first heard of it when I worked with a doctor doing clinical gait analysis from multiple office locations who needed to be able to view patient data at different locations.  I now have it installed on my home laptop and my work desktop now, and as long as they&#8217;re both on and online, I can always control one from the other.  I realize this isn&#8217;t the most energy efficient solution, so I adjust the power settings on each of my computers accordingly so they don&#8217;t do dumb things like keep the monitor on when not in use.  This allows me to not only view files that only live on one computer or the other, but use <em>programs </em>that only live on one or the other.  This is especially necessary with engineering software that can get expensive quickly.</p>
<p>4) <a href="http://www.adobe.com/products/acrobatpro.html">Adobe Acrobat Pro</a><br />
Speaking of software, this is the only program in this post that isn&#8217;t free, open source, or super cheap.  But I&#8217;ve become addicted for a few reasons: </p>
<li>I used to print our articles just so I could highlight and take notes as I read.  I don&#8217;t know how anyone can read and retain any level of information without doing that.  Now I can use Adobe Pro to do that exact same thing.  </li>
<li>That saves trees, printer ink, staples, etc.</li>
<li>Keeping digital versions of everything means they are searchable.  My brain is not so reliable, and once something is printed there is no telling where it may end up.</li>
<p>UPDATE: The newest version of the FREE Adobe Reader allows comments and highlighting!  </p>
<p>5) <a href="http://www.zotero.org/">Zotero </a><br />
Zotero is like an awesome open source version of EndNote or RefWorks.  If you&#8217;ve never used either, they&#8217;re all designed for managing references.  Say you want to write an academic journal article, blog post, white paper, report, or anything you&#8217;ll need to reference other sources in or keep track of sources for.  Zotero can automatically capture citation information so you never have to type it in yourself.  It only works with Firefox (an open source browser) and actually lives in your browser.  However, once you set up an account, you can download Zotero to Firefox browsers on different computers and it will sync up.  In the preferences, you can set it to automatically download a pdf of an article you look up (if available).  Then if you click on the pdf in the drop down and go to Show File, it will bring up the default file folder Zotero stores that file in.  Then you can reference #4 above and take advantage of Adobe Pro to take notes on the pdf.  The file stays linked through Zotero and your notes are preserved, and better yet the whole thing is searchable from within Zotero.  </p>
<p>Up too 100MB of storage is free, so I&#8217;m not likely to run out any time soon since I just use it for Word/Excel/pdfs, so it&#8217;s perfect.<br />
UPDATE: With pdf&#8217;s, make sure to attach a stored copy (NOT a link to a stored copy) if your original grab doesn&#8217;t automatically download the pdf for you.  Links do not sync up between computers &#8211; for example, a link to a file I create on my home laptop gives me an error when I try to open it at work.  Linked copies are stored locally, but files you actually attach to the citation are stored in the cloud, so accessible from anywhere.  #lessonlearned  </p>
<p>Shazam!  Efficient, backed-up, mobile working.  I hope to share more things about my first semester as soon as these pesky PhD qualifying exams are over (January 20th!!).</p>
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		<title>PhD update &#8211; motion capture in gaming and biomechanics</title>
		<link>http://www.dustynrobots.com/news/phd-update-motion-capture-in-gaming-and-biomechanics-2/</link>
		<comments>http://www.dustynrobots.com/news/phd-update-motion-capture-in-gaming-and-biomechanics-2/#comments</comments>
		<pubDate>Sat, 14 Aug 2010 15:24:47 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=600</guid>
		<description><![CDATA[My first day as a research assistant in Dr. Kim&#8217;s Applied Dynamics and Optimization Lab at NYU-Poly was Monday, August 2nd. A 6-camera Vicon motion analysis system was recently installed in the lab, so I got to learn how to use it during the first week. We had a few issues with the lab setup, [...]]]></description>
			<content:encoded><![CDATA[<p>My first day as a research assistant in <a href="http://www.poly.edu/user/jhkim">Dr. Kim&#8217;s</a> <a href="http://faculty.poly.edu/~jhkim/">Applied Dynamics and Optimization Lab</a> at <a href="http://www.poly.edu/">NYU-Poly</a> was Monday, August 2nd.  A 6-camera Vicon motion analysis system was recently installed in the lab, so I got to learn how to use it during the first week.  We had a few issues with the lab setup, so I&#8217;ve been working on ways to improve it.  For example &#8211; because the cameras are trained to see bright reflections, anything shiny in the room messes up the data.  The floor of the lab itself is shiny, so for the first experiment I was a part of we had to tape paper towels to the floor!  Eventually we&#8217;ll be getting a force plate to install in a raised floor, but for now we have to find a temporary fix.  So, I looked around for other motion analysis labs in the NYC area to get their opinions&#8230;</p>
<p>I contacted the <a href="http://movement.nyu.edu/">NYU Movement Lab</a> I had heard about through Tom Igoe at ITP and was lucky enough to attend one of their game tests this past Wednesday night.     </p>
<p><a href="http://www.dustynrobots.com/news/phd-update-motion-capture-in-gaming-and-biomechanics-2/attachment/nyumocap/" rel="attachment wp-att-601"><img src="http://www.dustynrobots.com/wp-content/uploads/2010/08/NYUmocap.jpg" alt="" title="NYUmocap" width="580" height="433" class="aligncenter size-full wp-image-601" /></a></p>
<p>You can see one of the visualizations from the session <a href="http://cs.nyu.edu/~spiro/processing/">here</a>.  They&#8217;re basically working on ways to use motion capture technology with patterns of reflective dots on beach balls to engage large groups of people in collaborative games.  They were set up in an auditorium with about 20 cameras pointing into the space, tracking the balls we threw around.  We tested a few different games and 3D drawing programs, and had to work together to hit imaginary targets on the ceiling, play a huge game of Simon, and draw in 3D.  They&#8217;ll be taking this setup to <a href="http://www.aec.at/index_de.php">Ars Electronica</a> in a few weeks.  </p>
<p>Then on Friday morning I got a chance to visit a lab I&#8217;ve had my eye on for a while now &#8211; the <a href="http://www.hss.edu/rehab-motion-analysis-lab.asp">Leon Root, MD Motion Analysis Laboratory</a> at the Hospital for Special Surgery here in NYC.   </p>
<p><a href="http://www.flickr.com/photos/dustynrobots/4888500329/" title="hsslab003 by dustynrobots, on Flickr"><img src="http://farm5.static.flickr.com/4096/4888500329_6b50e4d1ff.jpg" width="500" height="374" alt="hsslab003" /></a></p>
<p>The director, Dr. Hillstrom, was kind enough to show me around and talk about all the work they do there.  One of their research engineers there is also a PhD student at NYU &#8211; in the Ergonomics &#038; Biomechanics program &#8211; so I&#8217;m looking forward to meeting up again and talking about how our labs might collaborate on some projects.  It also turns out that a former classmate of mine at the University of Delaware has been a post doc there for a while now &#8211; small world!  I&#8217;m looking forward to seeing their posters and presentations at the <a href="http://brown.edu/Conference/American_Society_of_Biomechanics/">American Society of Biomechanics</a> conference next week.  </p>
<p>So other than visiting labs, I&#8217;ve been reading up on robotics and gait analysis to try to prepare for some of the work I&#8217;ll be doing.  We have a lot of research topics to explore so I&#8217;m working on clarifying some of that.  I&#8217;m funded for the first year of my PhD through the lab, but after that we have to work on getting funding from research grants and hopefully through a fellowship or two.  I&#8217;ll be applying for a few fellowships and scholarships over the next few months, including the <a href="http://www.gf.org/">Guggenheim Fellowship</a> (a 1 year program) and the <a href="http://www.nsfgrfp.org/">National Science Foundation Graduate Research Fellowship Program</a> (a 3-year program).  Fingers crossed!  </p>
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		<title>Intro to Making Things Move</title>
		<link>http://www.dustynrobots.com/making-things-move/intro-to-making-things-move/</link>
		<comments>http://www.dustynrobots.com/making-things-move/intro-to-making-things-move/#comments</comments>
		<pubDate>Mon, 07 Jun 2010 19:21:56 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[Making Things Move]]></category>
		<category><![CDATA[NYU]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=476</guid>
		<description><![CDATA[These are mostly notes for a discussion section I&#8217;m leading at ITP Camp, but I thought gathering them with links here would be useful. In this 1.5 hour session we’ll talk about motors, torque, and how things move. Then we’ll open in up into a studio/discussion so we can talk about the ideas of the [...]]]></description>
			<content:encoded><![CDATA[<p>These are mostly notes for a discussion section I&#8217;m leading at <a href="http://itp.nyu.edu/camp/">ITP Camp</a>, but I thought gathering them with links here would be useful.  </p>
<p>In this 1.5 hour session we’ll talk about motors, torque, and how things move.  Then we’ll open in up into a studio/discussion so we can talk about the ideas of the participants and how we can turn them into reality.  You can come just for the how-to and discussion, but you’ll get more out of it you have a real project idea in mind that could benefit from what you’ll learn.</p>
<p>Mechanisms and Things That Move, <a href="http://itp.nyu.edu/mechanisms/index.php/Main/Class5">Class 5</a></p>
<p><a href="http://www.makingthingsmove.com/">Making Things Move: DIY Mechanisms for Inventors, Hobbyists, and Artists</a></p>
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		<title>Design something that solves a problem</title>
		<link>http://www.dustynrobots.com/news/design-something-that-solves-a-problem/</link>
		<comments>http://www.dustynrobots.com/news/design-something-that-solves-a-problem/#comments</comments>
		<pubDate>Wed, 02 Jun 2010 21:16:43 +0000</pubDate>
		<dc:creator>Dustyn Roberts</dc:creator>
				<category><![CDATA[News]]></category>
		<category><![CDATA[NYU]]></category>
		<category><![CDATA[camp]]></category>
		<category><![CDATA[dyson]]></category>
		<category><![CDATA[itp]]></category>
		<category><![CDATA[teaching]]></category>

		<guid isPermaLink="false">http://www.dustynrobots.com/?p=448</guid>
		<description><![CDATA[These are mostly notes for a discussion section I&#8217;m leading at ITP Camp, but I thought gathering them with links here would be useful. James Dyson Award &#8211;What they&#8217;re looking for: * demonstrates a significant and practical purpose, offering real benefits to the end user * is ideally a working prototype * is designed with [...]]]></description>
			<content:encoded><![CDATA[<p>These are mostly notes for a discussion section I&#8217;m leading at <a href="http://itp.nyu.edu/camp/">ITP Camp</a>, but I thought gathering them with links here would be useful.  </p>
<p><a href="http://www.jamesdysonaward.org/TermsAndConditions.aspx">James Dyson Award</a><br />
&#8211;What they&#8217;re looking for:<br />
    * demonstrates a significant and practical purpose, offering real benefits to the end user<br />
    * is ideally a working prototype<br />
    * is designed with sustainability in mind<br />
    * is commercially viable<br />
&#8211;Awards<br />
&#8211;Eligibility</p>
<p><strong>How to come up with the next best thing&#8230;</strong></p>
<p><strong>1) Start &#8211; Now</strong><br />
Ignore the <a href="http://www.43folders.com/2009/08/04/enough">lizard</a></p>
<p><strong>2) Find the Product Opportunity Gap (POG)</strong><br />
Become USER driven, not TECHNOLOGY driven<br />
-story of the alarm clock</p>
<p>Where OXO is positioned &#8211; with help from <a href="http://smartdesignworldwide.com/">Smart Design</a><br />
<a href="http://www.dustynrobots.com/2010/06/design-something-that-solves-a-problem/oxo/" rel="attachment wp-att-459"><img src="http://www.dustynrobots.com/wp-content/uploads/2010/06/oxo-520x518.jpg" alt="" title="oxo" width="520" height="518" class="aligncenter size-large wp-image-459" /></a></p>
<p>Find the pain, brainstorm a solution.</p>
<p>Brainstorming techniques:<br />
Individual vs. Group<br />
Alphabet<br />
Generate as many ideas as possible</p>
<p>Narrow down your idea&#8230; weighted matrix</p>
<p><strong>3) Get your $hit together</strong><br />
Learn what you need to know, or assemble a team of people who already know it.  It helps to be <a href="http://www.fastcompany.com/magazine/95/design-strategy.html?page=0%2C1">T-shaped</a> and recruit T-shaped people.</p>
<p>That&#8217;s where ITP Camp comes in!</p>
<p>Follow Your Pez Dispenser<br />
Practice Your Pitch</p>
<p>*A lot of these notes are from <em>Creating Breakthrough Products</em>.  Here&#8217;s a link to the <a href="http://www.creatingbreakthroughproducts.com/">book website</a> and where you can <a href="http://amzn.to/d6mMXe">buy the book</a></p>
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