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	<title>BrickEngineer: LEGO Design&#187; Research</title>
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	<description>LEGO Engineering for LEGO NXT and Robot Enthusiasts</description>
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		<title>KnuthLab LEGO Exploration Rover</title>
		<link>http://www.brickengineer.com/pages/2012/01/06/knuthlab-lego-exploration-rover/</link>
		<comments>http://www.brickengineer.com/pages/2012/01/06/knuthlab-lego-exploration-rover/#comments</comments>
		<pubDate>Fri, 06 Jan 2012 23:13:25 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[LEGO Engineering]]></category>
		<category><![CDATA[LEGO Exploration Rover]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/?p=284</guid>
		<description><![CDATA[The Knuth Cyberphysics Laboratory in the University at Albany Physics Department has developed the KnuthLab LEGO Exploration Rover, which acts as a testbed for robotic intelligence and navigation software. Development of this rover was funded by a NASA SBIR Award (Advanced Bayesian Methods for Lunar Surface Navigation) through Autonomous Exploration Inc. as well as a [...]]]></description>
			<content:encoded><![CDATA[<p><div id="attachment_288" class="wp-caption alignleft" style="width: 575px"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2012/01/LEGO-Exploration-Rover-and-researchers-1024x1024.jpg" alt="Image of KnuthLab Exploration Rover" title="KnuthLab Exploration Rover with Researchers A. Fischer and N. Malakar " width="565" height="565" class="size-large wp-image-288" /><p class="wp-caption-text">KnuthLab Exploration Rover with Researchers A. Fischer and N. Malakar </p></div>The <a href="http://cyberphysics.rit.albany.edu/index.php/Main/Home" title="Knuth Cyberphysics Laboratory" target="_blank">Knuth Cyberphysics Laboratory</a> in the <a href="http://www.albany.edu/physics/" title="UAlbany Physics" target="_blank">University at Albany Physics Department</a> has developed the KnuthLab LEGO Exploration Rover, which acts as a testbed for robotic intelligence and navigation software.  Development of this rover was funded by a <a href="http://www.autonomous-exploration.com/blog/2009/12/autonomous-exploration-inc-awarded-a-2009-nasa-sbir/" title="NASA SBIR Award" target="_blank">NASA SBIR Award (Advanced Bayesian Methods for Lunar Surface Navigation)</a> through <a href="http://www.autonomous-exploration.com/" title="Autonomous Exploration Inc." target="_blank">Autonomous Exploration Inc.</a> as well as a University at Albany Faculty Research Award (Developing Robotic Explorers, PI: K.H. Knuth).</p>
<p>The LEGO Exploration Rover is powered by six NXT Standard Motors in a <a href="http://en.wikipedia.org/wiki/Rocker-bogie" title="Rocker-bogie suspension" target="_blank">Rocker-Bogie suspension system</a> used in all of the NASA Mars rover designs.  The rover is approximately 1.5 ft high with a 1 ft x 1.5 ft base.  It is larger than the <a href="http://mars.jpl.nasa.gov/MPF/mpf/rover.html" title="NASA Sojourner Rover" target="_blank">NASA Sojourner Rover</a>, which was part of the <a href="http://www.nasa.gov/mission_pages/mars-pathfinder/" title="Mars Pathfinder mission" target="_blank">Pathfinder Mission</a> to Mars in 1997, and smaller than the <a href="http://marsrover.nasa.gov/home/index.html" title="Mars Exploration Rovers" target="_blank">Mars Exploration Rovers</a> Spirit and Opportunity.  It can safely carry a payload of 8 pounds.<br />
<div id="attachment_291" class="wp-caption alignleft" style="width: 377px"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2012/01/LEGO-Exploration-Rover.jpg" alt="Image of KnuthLab LEGO Exploration Rover " title="KnuthLab LEGO Exploration Rover " width="367" height="419" class="size-full wp-image-291" /><p class="wp-caption-text">KnuthLab LEGO Exploration Rover </p></div><br />
The LEGO Exploration Rover has two laptop bays built into the box-like frame in which it can carry two <a href="http://eeepc.asus.com/" title="Asus Eee Laptops" target="_blank">Asus Eee Laptops</a> for onboard processing.  The wheels are controlled by two LEGO NXT bricks, which can communicate with the laptops via Bluetooth.  The rocker-bogie suspension and low speed allows it to handle relatively rugged terrain and steep grades.</p>
<p>The white frame mounted on top of the rover is the Bayesian Vision-Based Navigation System being developed by <a href="http://www.autonomous-exploration.com/" title="Autonomous Exploration Inc." target="_blank">Autonomous Exploration Inc.</a> for NASA.</p>
<p>Check back, as we will be posting videos of its operation and discussing some of the important design features.</p>
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		<title>A Catalog of Omni-directional or Holonomic Wheels for LEGO Robots</title>
		<link>http://www.brickengineer.com/pages/2011/08/23/a-catalog-of-omni-directional-or-holonomic-wheels-for-lego-robots/</link>
		<comments>http://www.brickengineer.com/pages/2011/08/23/a-catalog-of-omni-directional-or-holonomic-wheels-for-lego-robots/#comments</comments>
		<pubDate>Tue, 23 Aug 2011 09:47:32 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[Physics]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[Robotics]]></category>
		<category><![CDATA[Wheels]]></category>
		<category><![CDATA[LEGO mindstorms]]></category>
		<category><![CDATA[omni-directional wheels holonomic killough platform]]></category>

		<guid isPermaLink="false">http://www.brickengineer.com/pages/?p=184</guid>
		<description><![CDATA[I have been researching the possibilities for omni-directional or holonomic wheels for LEGO robots. An omni-directional or holonomic wheel is one that can roll not just backwards and forwards, but sideways as well. While these are often used on robots with three wheels where all three rotate at different rates allowing the robot to go [...]]]></description>
			<content:encoded><![CDATA[<p>I have been researching the possibilities for omni-directional or holonomic wheels for LEGO robots.  An omni-directional or holonomic wheel is one that can roll not just backwards and forwards, but sideways as well.</p>
<div id="attachment_189" class="wp-caption aligncenter" style="width: 260px"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/new-rotocaster.jpg" alt="New Rotocaster Omni-Directional Wheel" title="New Rotocaster Omni-Directional Wheel" width="250" height="251" class="size-full wp-image-189" /><p class="wp-caption-text">New Rotocaster Omni-Directional Wheel</p></div>
<p>While these are often used on robots with three wheels where all three rotate at different rates allowing the robot to go in any direction,<br />
<div id="attachment_186" class="wp-caption aligncenter" style="width: 460px"><a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/xander-omniwheel-prototype.jpg" alt="Three-Wheeled Omni-Wheel Prototype by Xander Soldaat at Bot Bench" title="Three-Wheeled Omni-Wheel Prototype by Xander Soldaat at Bot Bench" width="450" height="359" class="size-full wp-image-186" /></a><p class="wp-caption-text">Three-Wheeled Omni-Wheel Prototype by Xander Soldaat at Bot Bench (click on image to see more)</p></div><br />
I am interested in using these on a rover that can employ differential steering smoothly without skidding.</p>
<p>There are several different options that one can consider.  LEGO purists may consider making their own omni-directional wheel designs out of only official LEGO parts.  Another option is to purchase manufactured omni-directional wheels.  These come in two classes: those that are designed to be LEGO compatible, and those that are not LEGO compatible.  In the latter case, one would have to construct some kind of coupling mechanism to enable the wheel to connect to LEGO parts.</p>
<p>Here are some of the options that I have found.</p>
<p><strong>Omni-Directional Wheels Constructed from LEGO Parts</strong></p>
<p><a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/" title="Omni-Directional LEGO Wheels">Omni-Directional LEGO Wheels by Xander</a> at <a href="http://botbench.com/blog/" title="Bot Bench">Bot Bench</a><br />
These wheels use the LEGO pulley to get a six-fold symmetry.  Each &#8220;wheel&#8221; uses 12 LEGO wheels.  For archiving purposes, here are three pictures.  Please <a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/" title="Omni-Directional LEGO Wheels">visit Xander at Bot Bench for larger images and more details</a>.</p>
<div id="attachment_194" class="wp-caption aligncenter" style="width: 460px"><a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/xander-lego-omni-directional-wheel-1.jpg" alt="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" title="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" width="450" height="356" class="size-full wp-image-194" /></a><p class="wp-caption-text">Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench</p></div>
<div id="attachment_195" class="wp-caption aligncenter" style="width: 460px"><a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/xander-lego-omni-directional-wheel-2.jpg" alt="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" title="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" width="450" height="296" class="size-full wp-image-195" /></a><p class="wp-caption-text">Details of Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench</p></div>
<div id="attachment_196" class="wp-caption aligncenter" style="width: 460px"><a href="http://botbench.com/blog/2009/11/10/my-omnipotent-omniwheel/"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/xander-lego-omni-directional-wheel-3.jpg" alt="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" title="Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench" width="450" height="300" class="size-full wp-image-196" /></a><p class="wp-caption-text">Details of Omni-Directional LEGO Wheels by Xander Soldaat at Bot Bench</p></div>
<p>This <a href="http://technabob.com/blog/2010/10/19/lego-metal-slug-tank/">amazing tank by Peer Kreuger</a> also sports omni-directional wheels made from LEGO parts<br />
<div id="attachment_217" class="wp-caption aligncenter" style="width: 460px"><a href="http://technabob.com/blog/2010/10/19/lego-metal-slug-tank/"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/LEGO-tank.jpg" alt="LEGO Tank with LEGO Omni-Directional Wheels" title="LEGO Tank with LEGO Omni-Directional Wheels" width="450" height="338" class="size-full wp-image-217" /></a><p class="wp-caption-text">LEGO Tank with LEGO Omni-Directional Wheels</p></div></p>
<p>The <a href="http://us.mindstorms.lego.com/en-us/Community/NXTLog/DisplayProject.aspx?id=270b90f6-0ea4-4aeb-9e44-05830d7eb885">Omni Bot v2 by jason701802</a> also sports omni-directional wheels<br />
<div id="attachment_218" class="wp-caption aligncenter" style="width: 460px"><a href="http://us.mindstorms.lego.com/en-us/Community/NXTLog/DisplayProject.aspx?id=270b90f6-0ea4-4aeb-9e44-05830d7eb885"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/omni-bot-v2.jpg" alt="Omni Bot v2 by jason701802" title="Omni Bot v2 by jason701802" width="450" height="359" class="size-full wp-image-218" /></a><p class="wp-caption-text">Omni Bot v2 by jason701802</p></div></p>
<p><strong>LEGO-compatible Manufactured Omni-Directional Wheels</strong></p>
<p>This LEGO-compatible wheel is made by the <a href="http://www.holonomicwheel.com/index.jsp">School of Robotics</a><br />
<div id="attachment_212" class="wp-caption aligncenter" style="width: 430px"><a href="http://www.holonomicwheel.com/index.jsp"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/School-of-Robotics.jpg" alt="School of Robotics Omni-Directional Wheels" title="School of Robotics Omni-Directional Wheels" width="420" height="393" class="size-full wp-image-212" /></a><p class="wp-caption-text">School of Robotics Omni-Directional Wheels</p></div></p>
<p><a href="http://www.rotacaster.com.au/robot-wheels.html">Rotacaster</a> makes a LEGO-compatible omni-directional wheel:<br />
<div id="attachment_216" class="wp-caption aligncenter" style="width: 460px"><a href="http://www.rotacaster.com.au/robot-wheels.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/rotacaster.jpg" alt="Rotacaster Robot Wheel (LEGO-compatible)" title="Rotacaster Robot Wheel (LEGO-compatible)" width="450" height="473" class="size-full wp-image-216" /></a><p class="wp-caption-text">Rotacaster Robot Wheel (LEGO-compatible)</p></div></p>
<p>Rotacaster is also coming out with a new design<br />
<div id="attachment_189" class="wp-caption aligncenter" style="width: 260px"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/new-rotocaster.jpg" alt="New Rotocaster Omni-Directional Wheel" title="New Rotocaster Omni-Directional Wheel" width="250" height="251" class="size-full wp-image-189" /><p class="wp-caption-text">New Rotocaster Omni-Directional Wheel</p></div></p>
<p>Rotacaster also produces several <a href="http://www.rotacaster.com.au/omnidirectional-wheels---mounts.html">non-LEGO compatible designs</a>.</p>
<p><a href="http://www.legoeducation.us/eng/product/tetrix_omni_wheels/2237">Tetrix also makes LEGO-compatible Omni-Directional Wheels</a><br />
<div id="attachment_219" class="wp-caption aligncenter" style="width: 358px"><a href="http://www.legoeducation.us/eng/product/tetrix_omni_wheels/2237"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/tetrix-omni-directional.jpg" alt="Tetrix Omni-Directional Wheels" title="Tetrix Omni-Directional Wheels" width="348" height="348" class="size-full wp-image-219" /></a><p class="wp-caption-text">Tetrix Omni-Directional Wheels</p></div></p>
<p><strong>General Manufactured Omni-Directional Wheels</strong></p>
<p><a href="http://en.wikipedia.org/wiki/Mecanum_wheel">Mecanum Omni-Wheel</a> Designed by Bengt Ilon in 1973 at the Mecanum AB Company<br />
<div id="attachment_221" class="wp-caption aligncenter" style="width: 303px"><a href="http://en.wikipedia.org/wiki/Mecanum_wheel"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/mecanum-wheel-01.png" alt="Mecanum Wheel" title="Mecanum Wheel" width="293" height="300" class="size-full wp-image-221" /></a><p class="wp-caption-text">Mecanum Wheel</p></div></p>
<div id="attachment_222" class="wp-caption aligncenter" style="width: 576px"><a href="http://www.sparkfun.com/products/10543"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/mecanum-wheel-02.jpg" alt="Mecanum Omni-Directional Wheel" title="Mecanum Omni-Directional Wheel" width="566" height="566" class="size-full wp-image-222" /></a><p class="wp-caption-text">Mecanum Omni-Directional Wheel</p></div>
<p><a href="http://www.vexrobotics.com/276-2165.html">Vex Omni-Directional Wheel</a><br />
<div id="attachment_215" class="wp-caption aligncenter" style="width: 460px"><a href="http://www.vexrobotics.com/276-2165.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/vex-omni-directional.jpg" alt="Vex Omni-Directional Wheel" title="Vex Omni-Directional Wheel" width="450" height="450" class="size-full wp-image-215" /></a><p class="wp-caption-text">Vex Omni-Directional Wheel</p></div></p>
<p><a href="http://www.alibaba.com/product-gs/248317134/Omni_Wheel_Directional_Wheel_hexagon_hole_.html">Damon WH-01 Omni Directional Wheel (hexagon hole)</a><br />
(Outer Diameter:60mm, Inner Diameter:11mm, Material: Nylon)<br />
<div id="attachment_202" class="wp-caption aligncenter" style="width: 460px"><a href="http://www.alibaba.com/product-gs/248317134/Omni_Wheel_Directional_Wheel_hexagon_hole_.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/Damon-WH-011.jpg" alt="Damon WH-01 Omni-Directional Wheel" title="Damon WH-01 Omni-Directional Wheel" width="450" height="338" class="size-full wp-image-202" /></a><p class="wp-caption-text">Damon WH-01 Omni-Directional Wheel</p></div></p>
<p><a href="http://www.alibaba.com/productshowimg/kornylak-215643715-0/Omni_Directional_Wheel.html">Kornylak Omni-Directional Wheel</a><br />
<div id="attachment_205" class="wp-caption aligncenter" style="width: 260px"><a href="http://www.alibaba.com/productshowimg/kornylak-215643715-0/Omni_Directional_Wheel.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/kornylak-omni-directional.jpg" alt="Kornylak Omni-Directional Wheel" title="Kornylak Omni-Directional Wheel" width="250" height="238" class="size-full wp-image-205" /></a><p class="wp-caption-text">Kornylak Omni-Directional Wheel</p></div></p>
<p><a href="http://www.alibaba.com/productshowimg/kornylak-215644015-0/Transwheels.html">Kornylak Transwheel</a><br />
<div id="attachment_206" class="wp-caption aligncenter" style="width: 260px"><a href="http://www.alibaba.com/productshowimg/kornylak-215644015-0/Transwheels.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/kornylak-transwheel.jpg" alt="Kornylak Transwheel" title="Kornylak Transwheel" width="250" height="234" class="size-full wp-image-206" /></a><p class="wp-caption-text">Kornylak Transwheel</p></div></p>
<p><a href="http://www.alibaba.com/productshowimg/kornylak-215642651-0/Omniwheel.html">Kornylak Omni-Directional Wheel</a><br />
<div id="attachment_207" class="wp-caption aligncenter" style="width: 260px"><a href="http://www.alibaba.com/productshowimg/kornylak-215642651-0/Omniwheel.html"><img src="http://www.brickengineer.com/pages/wp-content/uploads/2011/08/kornylak-omni-directional-wheel.jpg" alt="Kornylak Omni-Directional Wheel" title="Kornylak Omni-Directional Wheel" width="250" height="231" class="size-full wp-image-207" /></a><p class="wp-caption-text">Kornylak Omni-Directional Wheel</p></div></p>
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		<title>Knuth: Developing Robotic Scientists for Space Exploration</title>
		<link>http://www.brickengineer.com/pages/2008/10/22/knuth-developing-robotic-scientists-for-space-exploration/</link>
		<comments>http://www.brickengineer.com/pages/2008/10/22/knuth-developing-robotic-scientists-for-space-exploration/#comments</comments>
		<pubDate>Wed, 22 Oct 2008 04:12:19 +0000</pubDate>
		<dc:creator>admin</dc:creator>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/?p=36</guid>
		<description><![CDATA[The University at Albany (SUNY) has highlighted Knuth&#8217;s research in a recent news piece. UAlbany Professor Kevin Knuth with a robot built from LEGOs. (Photo Mark Schmidt) Kevin Knuth has a laboratory in the physics department of the University at Albany that is filled with LEGOs. The bricks are relatively cheap and can be used [...]]]></description>
			<content:encoded><![CDATA[<p>The University at Albany (SUNY) has highlighted Knuth&#8217;s research in a <a href="http://www.albany.edu/news/update_4522.shtml">recent news piece</a>.</p>
<p><img src="http://www.albany.edu/news/feedimages/689_0560.jpg" alt="UAlbany Professor Kevin Knuth with a robot built from LEGOs. (Photo Mark Schmidt) " width="250" height="166" /><br />
UAlbany Professor Kevin Knuth with a robot built from LEGOs. (Photo Mark Schmidt)</p>
<blockquote><p>Kevin Knuth has a laboratory in the <a href="http://www.albany.edu/physics/">physics department</a> of the University at Albany that is filled with LEGOs. The bricks are relatively cheap and can be used to rapidly prototype a robot&#8217;s body. Knuth&#8217;s robots are being programmed to solve such problems as mapping complex terrain.</p>
<p>At <a href="http://www.albany.edu/ualbanyday/">UAlbany Day</a> on Saturday, Oct. 25, he will give a demonstration on <em>Robotics and Robotic Exploration</em> in Life Sciences Room 143 at 10:45 a.m.</p></blockquote>
<p>More here: <a href="http://www.albany.edu/news/update_4522.shtml"></p>
<p>http://www.albany.edu/news/update_4522.shtml</a></p>
<p><a href="http://www.brickengineer.com/robots/2008/10/21/knuth-developing-robotic-scientists-for-space-exploration/"></a></p>
<p>Building instructions for the robot shown in the UAlbany article can be found on <a href="http://www.brickengineer.com/pages/2008/10/12/little-rover-with-instructions-and-code/">Brickengineer.com</a></p>
<p>Visit <a href="http://www.autonomous-exploration.com/blog/?p=15">Autonomous Exploration News</a> for information on Knuth&#8217;s company <a href="http://www.autonomous-exploration.com/">Autonomous Exploration Inc.</a></p>
<p>Visit <a href="http://www.brickengineer.com/robots/2008/10/21/knuth-developing-robotic-scientists-for-space-exploration/">Robots Everywhere</a> for a general blog on robotics news.</p>
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		<title>Launch of Robots Everywhere Blog</title>
		<link>http://www.brickengineer.com/pages/2008/08/31/launch-of-robots-everywhere-blog/</link>
		<comments>http://www.brickengineer.com/pages/2008/08/31/launch-of-robots-everywhere-blog/#comments</comments>
		<pubDate>Mon, 01 Sep 2008 01:28:33 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Research]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/2008/08/31/launch-of-robots-everywhere-blog/</guid>
		<description><![CDATA[Announcing the launch of a new blog that focuses entirely on advances in robotics. This blog will provide information about research-quality advances and links to the more technical aspects, such as journal papers, computer code, and other resources. Please visit Robots Everywhere!]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.brickengineer.com/robots/" title="Robots Everywhere"><img src="http://www.brickengineer.com/pages/pics/general/banner_small.jpg" alt="Robots Everywhere Banner" align="middle" height="59" width="350" /></a></p>
<p>Announcing the launch of a <a href="http://www.brickengineer.com/robots/" title="Robots Everywhere">new blog</a> that focuses entirely on advances in robotics.</p>
<p>This blog will provide information about research-quality advances and links to the more technical aspects, such as journal papers, computer code, and other resources.</p>
<p>Please visit <a href="http://www.brickengineer.com/robots/" title="Robots Everywhere">Robots Everywhere</a>!</p>
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		<title>Center of Mass of LEGO NXT Motors</title>
		<link>http://www.brickengineer.com/pages/2008/03/16/center-of-mass-of-lego-nxt-motors/</link>
		<comments>http://www.brickengineer.com/pages/2008/03/16/center-of-mass-of-lego-nxt-motors/#comments</comments>
		<pubDate>Sun, 16 Mar 2008 04:33:29 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[LEGO Engineering]]></category>
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		<category><![CDATA[robots]]></category>
		<category><![CDATA["center of mass"]]></category>
		<category><![CDATA["moment of inertia"]]></category>
		<category><![CDATA[center]]></category>
		<category><![CDATA[Design]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/2008/03/16/center-of-mass-of-lego-nxt-motors/</guid>
		<description><![CDATA[I am working on designing a walking machine, but I needed to know the Center of Mass of the LEGO NXT Motors.  When using Newton&#8217;s Laws to compute the forces on the system, we can treat the motor as if all of its mass is located at a single point.  The Center of Mass is [...]]]></description>
			<content:encoded><![CDATA[<p>I am working on designing a walking machine, but I needed to know the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> of the LEGO NXT Motors.  When using <a href="http://en.wikipedia.org/wiki/Newton's_laws_of_motion">Newton&#8217;s Laws</a> to compute the forces on the system, we can treat the motor as if all of its mass is located at a single point.  The <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> is the location of this point.</p>
<p><img border="0" align="middle" width="350" src="http://brickengineer.com/pages/pics/physics/motor-com-5785_web.jpg" alt="Hanging an NXT motor to find its center of mass." height="213" /></p>
<p>There are several ways to find the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> of the motor.  The most straightforward way is to hang the motor from an axle placed in one of the holes.  The motor will orient itself so that the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> lies directly below the axle.  By hanging a mass on a string from the axle, the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> must lie somewhere along the line defined by the string. </p>
<p><img border="0" align="middle" width="350" src="http://brickengineer.com/pages/pics/physics/motor-com-5784_web.jpg" alt="The Center of Mass Lies along the line defined by the vertical string" height="263" /></p>
<p>After performing this experiment, I placed a small piece of Scotch tape over the string so that I can keep track of where that line is.  I then cut the string off of the axle.</p>
<p><img border="0" align="middle" width="350" src="http://brickengineer.com/pages/pics/physics/motor-com-5786_web.jpg" alt="A piece of Scotch tape holds the string in place" height="263" /></p>
<p>Now to find the precise point, we simply perform the experiment again, but place the axle through a different hole.  This gives us a second line.  Since the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> must be on both the first line and the second line, it is located at the intersection of these two lines.</p>
<p><img border="0" align="middle" width="350" src="http://brickengineer.com/pages/pics/physics/motor-com-5787_web.jpg" alt="The intersection of the two strings indicates the position of the Center of Mass" height="263" /></p>
<p>The <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> is very close to being aligned with the holes on the motor.  Below is an <a href="http://www.lm-software.com/mlcad/">MLCAD</a> image of the <a href="http://www.philohome.com/nxtldraw/nxtldraw.htm">NXT motor (from Philo)</a>.  I have overlayed a <a href="http://en.wikipedia.org/wiki/Cartesian_coordinate_system">Cartesian coordinate system</a> that corresponds to that used to define the 3-D image file.  The origin of this system is at the center of the axle hole on the motors drive axis.  This is perfect for me since I will be rotating the motor and trying to compute the position of the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> after the motor has rotated through some arbitrary angle.</p>
<p><img border="0" align="middle" width="350" src="http://brickengineer.com/pages/pics/physics/motor-dimensions_web.jpg" alt="The dimesions of the LEGO NXT Motor" height="179" /></p>
<p>This image not only helps with identifying the <a href="http://en.wikipedia.org/wiki/Center_of_mass">Center of Mass</a> of the NXT motor, but also in understanding the dimensions of the NXT motor overall.</p>
<p>Kevin Knuth<br />
Albany NY</p>
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		<title>Matlab Package for LEGO Mindstorms</title>
		<link>http://www.brickengineer.com/pages/2008/03/09/matlab-package-for-lego-mindstorms/</link>
		<comments>http://www.brickengineer.com/pages/2008/03/09/matlab-package-for-lego-mindstorms/#comments</comments>
		<pubDate>Mon, 10 Mar 2008 03:20:17 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Research]]></category>
		<category><![CDATA[Software]]></category>
		<category><![CDATA[Bluetooth]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/2008/03/09/matlab-package-for-lego-mindstorms/</guid>
		<description><![CDATA[I recently received a comment on my post on controlling NXT robots with Matlab that pointed me to the RWTH &#8211; Mindstorms NXT Toolbox for MATLAB®, which is a public domain Matlab package that enables one to interface with and control LEGO mindstorms. The RWTH &#8211; Mindstorms NXT Toolbox for MATLAB® was developed as a [...]]]></description>
			<content:encoded><![CDATA[<p>I recently received a comment on my post on <a target="_blank" href="http://www.huginn.com/knuth/blog/2007/03/30/controlling-lego-nxt-robots-with-matlab/">controlling NXT robots with Matlab</a> that pointed me to the RWTH &#8211; Mindstorms NXT Toolbox for MATLAB®, which is a public domain Matlab package that enables one to interface with and control LEGO mindstorms.</p>
<p>The <a href="http://www.mindstorms.rwth-aachen.de/">RWTH &#8211; Mindstorms NXT Toolbox for MATLAB®</a> was developed as a student project in the <a href="http://www.lfb.rwth-aachen.de/">Institute of Imaging and Computer Vision</a> at <a target="_blank" href="http://www.rwth-aachen.de/go/id/hi/">RWTH Aachen University</a> in Aachen Germany. It provides a Matlab interface with the NXT brick that includes Bluetooth communication, sensor interface and motor interface. It requires a working Matlab license, of course.</p>
<p>The package is very easy to set up. It took me less than ten minutes to successfully test the example programs over Bluetooth.</p>
<p>There are some very nice motor features, such as motor synchronization and speed ramp-up and ramp-down.</p>
<p>I have yet to explore how easy it is to modify or extend the code, but it ought to be a straightforward matter.</p>
<p>The package can be downloaded from<br />
<a rel="nofollow" href="http://www.mindstorms.rwth-aachen.de/"><font color="#000066">http://www.mindstorms.rwth-aachen.de</font></a></p>
<p>Kevin Knuth<br />
Albany NY</p>
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		<title>NXT Books</title>
		<link>http://www.brickengineer.com/pages/2007/12/05/nxt-books/</link>
		<comments>http://www.brickengineer.com/pages/2007/12/05/nxt-books/#comments</comments>
		<pubDate>Wed, 05 Dec 2007 05:50:06 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Constructs]]></category>
		<category><![CDATA[Geometry]]></category>
		<category><![CDATA[Mechanisms]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/2007/12/05/nxt-books/</guid>
		<description><![CDATA[All of a sudden there are several NXT books available.  Here are several that I have seen and really enjoy. The others, I have not yet had a chance to review.]]></description>
			<content:encoded><![CDATA[<p>All of a sudden there are several NXT books available.  Here are several that I have seen and really enjoy.</p>
<table>
<tr>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1590598180&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=0973864923&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=0973864915&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=0071481478&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
</tr>
</table>
<p>The others, I have not yet had a chance to review.</p>
<table>
<tr>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1593271506&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=159059763X&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1590598717&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1593271549&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
</tr>
<tr>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1597491527&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
<td><iframe scrolling="no" frameBorder="0" src="http://rcm.amazon.com/e/cm?t=onlicort-20&amp;o=1&amp;p=8&amp;l=as1&amp;asins=1590598431&amp;fc1=000000&amp;IS2=1&amp;lt1=_blank&amp;lc1=0000FF&amp;bc1=000000&amp;bg1=FFFFFF&amp;f=ifr" marginHeight="0" marginWidth="0" style="width: 120px; height: 240px"></iframe></td>
</tr>
</table>
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		<title>Intelligent Instruments</title>
		<link>http://www.brickengineer.com/pages/2007/10/04/intelligent-instruments/</link>
		<comments>http://www.brickengineer.com/pages/2007/10/04/intelligent-instruments/#comments</comments>
		<pubDate>Fri, 05 Oct 2007 03:23:51 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Research]]></category>
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		<category><![CDATA[education]]></category>
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		<category><![CDATA[intelligent]]></category>
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		<guid isPermaLink="false">http://www.brickengineer.com/pages/?p=4</guid>
		<description><![CDATA[The LEGO Mindstorm NXT robotics system is an excellent testbed for research in machine learning and artificial intelligence.  At Knuthlab Robotics at the University at Albany, we are developing intelligent instruments using LEGOs. Our first instrument is a robotic arm that is designed to locate a characterize a white circle on a black background using [...]]]></description>
			<content:encoded><![CDATA[<p><img border="0" align="middle" src="http://www.brickengineer.com/pages/pics/research/arm-robot.jpg" alt="Intelligent Robotic Arm" /></p>
<p>The LEGO Mindstorm NXT robotics system is an excellent testbed for research in machine learning and artificial intelligence.  At <a target="_blank" href="http://knuthlab.rit.albany.edu/">Knuthlab</a> Robotics at the University at Albany, we are developing intelligent instruments using LEGOs.</p>
<p>Our first instrument is a robotic arm that is designed to locate a characterize a white circle on a black background using the LEGO light sensor.  It relies on Bayesian inference, which is implemented using a technique called Nested Sampling, which was developed by John Skilling.  This software allows the robot to learn the characteristics of the circle using the light sensor data that it has collected.  The real advance here is the inquiry engine, which uses Bayesian adaptive exploration to decide which measurements to take next.  It does this by considering all the possible measurements that it could take, and computes the expected gain in information from each possible measurement.  It then chooses to take the measurement with the greatest expected information gain.  The process then repeats as the robot learns about the circle.</p>
<p>The system is easily generalized to solving other problems, such as exploring rooms, interpreting people&#8217;s emotions, and doing real science.</p>
<p>We recently presented our research at the MaxEnt 2007 workshop in Saratoga Springs NY.  Below are links to a video of the talk, my slides, and our research paper.</p>
<p><a target="_blank" href="http://video.google.com/videoplay?docid=8161187839767240979&amp;hl=en">Video: Designing Intelligent Instruments, K.H. Knuth</a></p>
<p><a target="_blank" href="http://www.huginn.com/knuth/talks/knuth-maxent-intelligent.pdf">Slides: Designing Intelligent Instruments, K.H. Knuth</a></p>
<p><a target="_blank" href="http://www.huginn.com/knuth/papers/knuth+erner+frasso-me07-final.pdf">Research Paper:</a><br />
Knuth K.H., Erner P.M., Frasso S. 2007. <a target="_blank" href="http://www.huginn.com/knuth/papers/knuth+erner+frasso-me07-final.pdf">Designing intelligent instruments</a>. K.H. Knuth, A. Caticha, J.L. Center, A. Giffin, C.C. Rodriguez (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Saratoga Springs, NY, USA, 2007, AIP Conference Proceedings 954, American Institute of Physics, Melville NY, In press.</p>
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