{"id":13114,"date":"2021-12-06T18:38:56","date_gmt":"2021-12-06T23:38:56","guid":{"rendered":"https:\/\/carleton.ca\/scs\/?page_id=13114"},"modified":"2026-06-02T14:59:24","modified_gmt":"2026-06-02T18:59:24","slug":"tr-04-05-calculating-the-meeting-point-of-scattered-robots-on-weighted-terrain-surfaces","status":"publish","type":"page","link":"https:\/\/carleton.ca\/scs\/research\/scs-technical-reports\/technical-reports-2004\/tr-04-05-calculating-the-meeting-point-of-scattered-robots-on-weighted-terrain-surfaces\/","title":{"rendered":"TR-04-05: Calculating the Meeting Point of Scattered Robots on Weighted Terrain Surfaces"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        TR-04-05: Calculating the Meeting Point of Scattered Robots on Weighted Terrain Surfaces\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n<p>Carleton University<br>\n<a href=\"https:\/\/carleton.ca\/scs\/research\/scs-technical-reports\/technical-reports-2004\/\">Technical Report<\/a> TR-04-05<br>\nAugust 2004<\/p>\n\n\n\n<h2 id=\"calculating-the-meeting-point-of-scattered-robots-on-weighted-terrain-surfaces\" class=\"wp-block-heading\">Calculating the Meeting Point of Scattered Robots on Weighted Terrain Surfaces<\/h2>\n\n\n\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">\n<div class=\"tr_t3\">Mark Lanthier, Doron Nussbaum, Tsuo-Jung Wang<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<h3>Abstract<\/h3>\n<p>In this paper we discuss the problem of determining a meeting point of a set of scattered robots R = {r1, r2, &#8230;, rs} in a weighted terrain P which has n &gt; s triangular faces. Our algorithmic approach is to produce a discretization of P by producing a graph G = {VG, EG} which lies on the surface of P. For a chosen vertex p&#8217; in VG, we define || \ufffd(ri, p&#8217;) || as the minimum weight cost of traveling from ri to p&#8217;. We show thatmin{p&#8217; in VG}{max{1&lt;= i &lt;= s} {|| \ufffd(ri, p&#8217;) ||}} &lt;= min{p* in P}{max{1 &lt;= i &lt;= s}{|| \ufffd(ri, p*) ||}} + W|L|<\/p>\n<p>where L is the longest edge of P, W is the maximum cost weight of a face of P, and p* is the optimal solution. Our algorithm requires O(snm log(snm) + snm2) time to run, where m = n in the Euclidean metric and m = n2 in the weighted metric. However, we show through experimentation that only a constant value of m is required (e.g., m = 8) in order to produce very accurate solutions (&lt; 1% error). Hence, for typical terrain data, the expected running time of our algorithm is O(sn log(sn)). Also, as part of our experiments we show that by using geometrical subsets (i.e., 2D\/3D convex hulls, 2D\/3D bounding boxes and random selection) of the robots we can improve the running time for finding p&#8217;, with minimal or no additional accuracy error when comparing p&#8217; to p*.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><a href=\"https:\/\/carleton.ca\/scs\/wp-content\/uploads\/sites\/260\/TR-04-05.pdf\">TR-04-05.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Carleton University Technical Report TR-04-05 August 2004 Calculating the Meeting Point of Scattered Robots on Weighted Terrain Surfaces Mark Lanthier, Doron Nussbaum, Tsuo-Jung Wang Abstract In this paper we discuss the problem of determining a meeting point of a set of scattered robots R = {r1, r2, &#8230;, rs} in a weighted terrain P which [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":12325,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[],"class_list":["post-13114","page","type-page","status-publish","hentry"],"acf":{"cu_post_thumbnail":false},"_links":{"self":[{"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/pages\/13114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/comments?post=13114"}],"version-history":[{"count":1,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/pages\/13114\/revisions"}],"predecessor-version":[{"id":13115,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/pages\/13114\/revisions\/13115"}],"up":[{"embeddable":true,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/pages\/12325"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/media?parent=13114"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/scs\/wp-json\/wp\/v2\/cu_page_type?post=13114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}