{"id":2729,"date":"2021-04-16T13:18:00","date_gmt":"2021-04-16T11:18:00","guid":{"rendered":"https:\/\/aspen.heller-consult.pl\/?p=2729"},"modified":"2024-05-21T15:21:14","modified_gmt":"2024-05-21T13:21:14","slug":"artikel-uber-aspen-im-ieee-magazin","status":"publish","type":"post","link":"https:\/\/aspen.heller-consult.pl\/index.php\/de\/2021\/04\/16\/artikel-uber-aspen-im-ieee-magazin\/","title":{"rendered":"Artikel \u00fcber ASPEN im IEEE Magazin"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2729\" class=\"elementor elementor-2729\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6740b5d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6740b5d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eafc13d\" data-id=\"eafc13d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc589b8 elementor-widget elementor-widget-text-editor\" data-id=\"cc589b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Wir sind nun seit ein paar Jahren mit der Entwicklung des Aspen-Systems besch\u00e4ftigt, das die Unebenheiten von Stra\u00dfen mittels Smartphones misst. Wie funktioniert das? Wie genau sind die Ergebnisse? Auf diese Fragen gehen wir in dem wissenschaftlichen <em>Artikel <strong>Road Roughness Estimation Through Smartphone Measured Acceleration<\/strong><\/em> ein. Er wurde im <strong>IEEE Intelligent Transportation Systems Magazine<\/strong> ver\u00f6ffentlicht. Dieser Artikel beschreibt die Erfassung und Verarbeitung von Vibrations- und Lokalisierungsdaten sowie unseren Ansatz zur Berechnung des Internationalen Rauheitsindex (IRI). Wir haben gezeigt, dass:<\/p><ul><li>Aspen eine 70%ige Korrelation mit dem Referenz-IRI (f\u00fcr eine 18,6 km lange Strecke auf st\u00e4dtischen Stra\u00dfen) erreicht.<\/li><li>Die Korrelation bei Verwendung mehrerer Smartphones oder mehrerer Fahrten auf 85 % erh\u00f6ht werden kann.<\/li><li>Die Genauigkeit der r\u00e4umlichen Lokalisierung des Fahrzeugs ebenso wichtig ist, wie die Analyse seiner Vibrationen.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7adb159 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7adb159\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2350300\" data-id=\"2350300\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d821649 elementor-widget elementor-widget-heading\" data-id=\"d821649\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">IEEE in Zahlen<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9697cde elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9697cde\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2ecaede\" data-id=\"2ecaede\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9b0e6ec elementor-widget elementor-widget-text-editor\" data-id=\"9b0e6ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Das IEEE Intelligent Transportation Systems Magazine<\/strong>\u00a0ist eine sehr angesehene Zeitschrift f\u00fcr wissenschaftliche und professionelle Leser. Laut der Scopus-Datenbank geh\u00f6rt es zu den 10 % der meistzitierten Zeitschriften in den Kategorien Automobiltechnik (#8\/91), Maschinenbau (#50\/585) und zu den 15 % der meistzitierten Zeitschriften in den Computer Science Applications (#90\/636).<\/p><p>Unser Beitrag ist auch ein Beispiel f\u00fcr die erfolgreiche Zusammenarbeit von Heller Consult mit Wissenschaftlern des <em>Systems Research Institute<\/em> der Polnischen Akademie der Wissenschaften und der Fakult\u00e4t f\u00fcr Bauingenieurwesen der Technischen Universit\u00e4t Warschau.<\/p><p>Nachstehend finden Sie die Zusammenfassung des Papiers.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-58e57d5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"58e57d5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-38f3abe\" data-id=\"38f3abe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38833ef elementor-widget elementor-widget-heading\" data-id=\"38833ef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Autoren<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f8cc668 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f8cc668\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-65125a0\" data-id=\"65125a0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e8c9a49 elementor-widget elementor-widget-text-editor\" data-id=\"e8c9a49\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Opara, K. R., Brzezi\u0144ski, K., Bukowicki, M., &amp; Kaczmarek-Majer, K. (2021). Road roughness estimation through smartphone-measured acceleration.\u00a0<em>IEEE Intelligent Transportation Systems Magazine<\/em>. 2021.\u00a0<a href=\"https:\/\/doi.org\/10.1109\/MITS.2021.3049382\">https:\/\/doi.org\/10.1109\/MITS.2021.3049382<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35c4e1c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35c4e1c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8fa9d13\" data-id=\"8fa9d13\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-038d867 elementor-widget elementor-widget-heading\" data-id=\"038d867\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Artikel Zusammenfassung<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3c6defd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c6defd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7332895\" data-id=\"7332895\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc03665 elementor-widget elementor-widget-text-editor\" data-id=\"cc03665\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><em>Das Fahren auf einer unebenen Stra\u00dfe verursacht Vibrationen des Fahrzeugs. Diese Vibrationen beeintr\u00e4chtigen den Komfort der Verkehrsteilnehmer, liefern aber auch Informationen \u00fcber das Stra\u00dfenprofil. Diese Studie demonstriert die Durchf\u00fchrbarkeit, Genauigkeit und Wiederholbarkeit des Beschleunigungsmesssystems zur Stra\u00dfenzustandsbewertung, das den internationalen Rauheitsindex (IRI) unter Verwendung mehrerer Smartphones zur Datenerfassung berechnet hat. Es verwendet quarter-car und half-car Aufh\u00e4ngungsmodelle, die durch Fahrten auf Fahrbahnschwellen oder einem Abschnitt mit bekanntem Profil kalibriert werden. Wir berichten \u00fcber einen Feldversuch mit acht Fahrten \u00fcber eine 18,6 km lange Strecke auf st\u00e4dtischen Asphaltstra\u00dfen. Die Korrelation unserer Ergebnisse mit dem Referenzlaserprofilometer f\u00fcr den IRI schwankt um 0,7 f\u00fcr eine einzelne Messung und erreicht 0,85 bei Verwendung mehrerer Sensoren und wiederholten Fahrten. Wir zeigen auch, dass Ungenauigkeiten bei der r\u00e4umlichen Zuordnung der Stra\u00dfenlokalisierung eine \u00e4hnlich wichtige Fehlerquelle sind wie die Unsicherheit in Bezug auf mechanische Modelle.<\/em><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-211ed3b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"211ed3b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e4df321\" data-id=\"e4df321\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-55a6061 elementor-widget elementor-widget-image\" data-id=\"55a6061\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"653\" height=\"901\" src=\"https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1.jpg\" class=\"attachment-large size-large wp-image-1388\" alt=\"\" srcset=\"https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1.jpg 653w, https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1-217x300.jpg 217w, https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1-230x317.jpg 230w, https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1-350x483.jpg 350w, https:\/\/aspen.heller-consult.pl\/wp-content\/uploads\/2022\/07\/iee2-1-480x662.jpg 480w\" sizes=\"(max-width: 653px) 100vw, 653px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Wir sind nun seit ein paar Jahren mit der Entwicklung des Aspen-Systems besch\u00e4ftigt, das die Unebenheiten von Stra\u00dfen mittels Smartphones misst. Wie [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":1392,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"post-templates\/post_nosidebar.php","format":"standard","meta":{"_vp_format_video_url":"","_vp_image_focal_point":[],"footnotes":""},"categories":[71],"tags":[],"class_list":["post-2729","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aktuelles"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artikel \u00fcber ASPEN im IEEE Magazin - ASPEN<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aspen.heller-consult.pl\/index.php\/de\/2021\/04\/16\/artikel-uber-aspen-im-ieee-magazin\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artikel \u00fcber ASPEN im IEEE Magazin - ASPEN\" \/>\n<meta property=\"og:description\" content=\"Wir sind nun seit ein paar Jahren mit der Entwicklung des Aspen-Systems besch\u00e4ftigt, das die Unebenheiten von Stra\u00dfen mittels Smartphones misst. 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