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iawn: II: Orbit Fitting-Least Squares Technique for Orbit Estimation

<!DOCTYPE html> <html lang="en"> <head> <title>iawn: II: Orbit Fitting-Least Squares Technique for Orbit Estimation</title> <!-- Google Analytics --> <!-- Google tag (gtag.js) --> <script async src="https://www.googletagmanager.com/gtag/js?id=G-DQPHPE6HZ3"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-DQPHPE6HZ3'); </script> <!-- Created by Artisteer v4.3.0.60745 --> <meta charset="UTF-8"> <meta name="viewport" content="initial-scale = 1.0, maximum-scale = 1.0, user-scalable = no, width = device-width" /> <!--[if lt IE 9]> <script src="https://html5shiv.googlecode.com/svn/trunk/html5.js"> </script> <![endif]--> <link rel="stylesheet" href="/css-n-inc/style.css" media="screen" /> <!--[if lte IE 7]> <link rel="stylesheet" href="/css-n-inc/style.ie7.css" media="screen" /> <![endif]--> <link rel="stylesheet" href="/css-n-inc/style.responsive.css" media="all" /> <link rel="stylesheet" type="text/css" href="http://fonts.googleapis.com/css?family=Merriweather&amp;subset=latin" /> <script src="/css-n-inc/jquery.js"> </script> <script src="/css-n-inc/script.js"> </script> <script src="/css-n-inc/script.responsive.js"> </script> <script src="/css-n-inc/sorttable.js"> </script> </head> <body> <div id="art-main"> <div class="art-sheet clearfix"> <header class="art-header"> <div class="art-shapes"> <div class="art-object1140172892"></div> </div><!-- close class=art-shapes --> </header> <!-- BEGIN Maintenance banner --> <!-- <table class="important"> <tr> <td><h1>DOWNTIME ANNOUNCEMENT</h1> <h3>Mon 28 Oct 2024, between 1-5pm ET, this site will be down due to server upgrades. <br />Thank you for your patience.</h3> </td> </tr> </table> --> <!-- END Maintenance banner --> <div class="art-layout-wrapper"> <div class="art-content-layout"> <div class="art-content-layout-row"> <div class="art-layout-cell art-sidebar1"> <div class="art-vmenublock clearfix"> <div class="art-vmenublockcontent"> <ul class="art-vmenu"> <li><a href="/index.shtml">Home</a></li> <li><a href="/about.shtml">ABOUT</a> <ul> <li><a href="/about/charter.shtml">Charter</a></li> <li><a href="/about/members.shtml">Members</a></li> <li><a href="/about/assets.shtml">Assets</a></li> </ul></li> <li><a href="/features.shtml" class="active">FEATURES</a> <ul class="active"> <li><a href="/features/SquirrelValley.shtml">Squirrel Valley Obs</a></li> <li><a href="/features/MAP.shtml">MAP NEO Disc. 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Celestial mechanics can be a complicated subject, but here we'll try to distill some of these difficulties and render the subject a bit more transparent.</p> <div class="image-caption-wrapper" style="width: 40%; float: left"><img src="/gallery/article_pics/290px-Orbit1.svg.png" style="width: 100%; max-width: 450 px;" alt="??" class="art-lightbox" /> <p class="caption">Orbital elements <br />Credit: (<a href="https://commons.wikimedia.org/wiki/File:Orbit1.svg">Lasunncty at the English Wikipedia</a>, <a href="http://creativecommons.org/licenses/by-sa/3.0/">CC BY-SA 3.0</a>, via Wikimedia Commons</p> </div> <p>Our previous article described some of the quantities required for determining an orbit, and thus for predicting where objects will be at any point in the future. We discussed the need for 6 orbital elements and presented 3: eccentricity, inclination, and semi-major axis. The remaining 3 involve the orientation of the ellipse and the time when the object is at its closest point to the sun. </p> <p>In practice we never really measure these orbital elements-rather we measure positions in space and time, and when we measure enough of these we can compute the full orbit. The actual mathematics is a little complicated and really beyond what we need to discuss here, but the point is that solutions exist for these problems and the calculations are routine on modern computers. All of these calculations rely on the concept of least squares, a mathematical technique that computes the best fit to a set of points. The least squares method was first published by Legendre in 1805, but Gauss had used a form of it for the orbital solution for the first minor planet Ceres , found in 1801.</p> <div class="image-caption-wrapper" style="width: 40%; float: right"><img src="/gallery/article_pics/988px-Linear_least_squares.svg.png" style="width: 100%; max-width: 450 px;" alt="??" class="art-lightbox" /> <p class="caption">Illustration of linear least squares. <br />Credit: (<a href="https://commons.wikimedia.org/wiki/File:Linear_least_squares.svg">Oleg Alexandrov at the English Wikipedia</a> via Wikimedia Commons</p> </div> <p>The least squares method works best when we have sets of constraints on our mathematical problem. For example, if you know you have an equation that represents a line in an X-Y graph, then you can assume that particular form for the solution.</p> <p>For orbital elements, our assumption is that the orbits are elliptical and this reduces the complexity of the least squares solution dramatically. Note that even if the orbit is hyperbolic, this is still a conic section and the math is quite similar to the elliptical calculations and one can use the same methods. This means it was just as easy to compute the orbit for 2I/Borisov on a strongly hyperbolic orbit as it was to compute the orbit for 175P/Hergenrother, a short-period comet that orbits the sun every ~7 years.</p> <p>In the next article in this series, we will discuss 'astrometry', or the measurement of positions and times using astronomical coordinate systems. Accurate and precise astrometry is the currency by which all orbits are effectively computed.</p> <!-- ************************* END MAIN CONTENT ************************* --> </div><!-- close class="art-postcontent art-postcontent-0 clearfix" --> </article> </div><!-- close class="art-layout-cell art-content" --> </div><!-- close class="art-content-layout-row" --> </div><!-- close class="art-content-layout" --> </div><!-- close class="art-layout-wrapper" --> <footer class="art-footer"> <!-- footer row content --> <div class="art-content-layout"> <div class="art-content-layout-row"> <div class="art-layout-cell layout-item-0" style="width: 33%"> <p class="art-page-footer">Copyright &copy; 2023. All Rights Reserved. <br /><a href="https://umd.edu/web-accessibility" onclick="this.target='_blank'">Web Accessibility</a> <br /><a href="http://www.artisteer.com/" onclick="this.target='_blank'">Web Template</a> created with Artisteer.</p> </div> <div class="art-layout-cell layout-item-0" style="width: 34%"> <a href="/misc/contacts.shtml">Contact</a> | <a href="/misc/faqs.shtml">FAQs</a> | <a href="/misc/links.shtml">Links</a> | <a href="/misc/credits.shtml">Credits</a> | <a href="/misc/site-map.shtml">Sitemap</a> | <a href="/misc/search.shtml">Search</a> <br /><a href="https://pdssbn.astro.umd.edu/" title="Small Bodies Node">PDS-SBN</a> | <a href="https://www.minorplanetcenter.net/" title="Minor Planet Center">MPC</a> | <a href="https://www.nasa.gov/planetarydefense" title="Planetary Defense Coordination Office">PDCO</a> | <a href="https://www.cosmos.esa.int/web/smpag" title="Space Mission Planning Advisory Group">SMPAG</a> </div> <div class="art-layout-cell layout-item-0" style="width: 33%"> <p class="art-page-footer">IAWN Mgr: <a href='mai&#108;to&#58;tsp%61&#104;r4&#37;34%&#52;0&#103;&#37;6D%&#54;&#49;%6&#57;%6C%2&#69;c%&#54;Fm'>&#x44;&#x72;&#x2E;&#x20;&#x54;&#x69;&#x6D;&#x20;&#x53;&#x70;&#x61;&#x68;&#x72;</a> <br />SBN PI: <a href='mailto&#58;&#103;erb&#115;&#98;&#64;as&#116;r%6F&#46;umd&#46;&#37;&#54;5d&#37;7&#53;'>&#x44;&#x72;&#x2E;&#x20;&#x47;&#x65;&#x72;&#x62;&#x73;&#x20;&#x42;&#x61;&#x75;&#x65;&#x72;</a> <br />Web: <a href='m&#97;ilt&#111;&#58;&#119;ar&#110;ere&#109;&#64;&#37;61s&#37;7&#52;ro&#37;2&#69;u&#109;d&#46;&#101;d&#37;7&#53;'>&#x45;&#x6C;&#x69;&#x7A;&#x61;&#x62;&#x65;&#x74;&#x68;&#x20;&#x57;&#x61;&#x72;&#x6E;&#x65;&#x72;</a></p> </div> </div> </div> <!-- end footer row content --> <p class="art-page-footer">Updated: 30-Oct-2024</p> </footer> </div><!-- close class=art-sheet --> </div><!-- close id=art-main --> </body> </html>

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