{"id":3769,"date":"2025-04-04T14:40:50","date_gmt":"2025-04-04T14:40:50","guid":{"rendered":"https:\/\/araz.c4i.gmu.edu\/?page_id=3769"},"modified":"2026-06-02T23:37:06","modified_gmt":"2026-06-02T23:37:06","slug":"muscat-masons-uav-systems-cyber-analysis-testbed","status":"publish","type":"page","link":"https:\/\/araz.c4i.gmu.edu\/?page_id=3769","title":{"rendered":"MUSCAT: Mason\u2019s UAV Systems Cyber Analysis Testbed"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3769\" class=\"elementor elementor-3769\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0cedadc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0cedadc\" data-element_type=\"section\" data-e-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-224cfe1\" data-id=\"224cfe1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1d477a6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1d477a6\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-e3ec37b\" data-id=\"e3ec37b\" data-element_type=\"column\" data-e-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-e5e80a3 elementor-widget elementor-widget-text-editor\" data-id=\"e5e80a3\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Mason\u2019s UAV Systems Cyber Analysis Testbed (MUSCAT)<\/strong>, is a system of systems modeling and simulation testbed for sensing, tracking, and fusion of sUAV to guide infrastructure-level decision making.<\/p><h1><b><span data-contrast=\"none\">Opportunity and Challenges: <\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h1><ul><li data-leveltext=\"\u2022\" data-font=\"Arial\" data-listid=\"15\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:2160,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2022&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"3\"><span data-contrast=\"none\">UAVs are becoming ubiquitous with a strong business potential to contribute rapidly to economic growth.<\/span><\/li><\/ul><ul><li data-leveltext=\"\u2022\" data-font=\"Arial\" data-listid=\"15\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:2160,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2022&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"3\"><span data-contrast=\"none\">Decades of research and development in UAV enabling technologies.<\/span><\/li><\/ul><ul><li data-leveltext=\"\u2022\" data-font=\"Arial\" data-listid=\"15\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:2880,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2022&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"4\"><span data-contrast=\"none\">Quadcopter small fixed wings dynamics, structures, propulsion, and control. <\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\u2022\" data-font=\"Arial\" data-listid=\"15\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:2880,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2022&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"4\"><span data-contrast=\"none\">Recent FAA studies in Urban Traffic Mobility to enable wider urban area flight operations.<\/span><\/li><\/ul><ul><li data-leveltext=\"\u2022\" data-font=\"Arial\" data-listid=\"15\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:2160,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2022&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"3\"><span data-contrast=\"none\">Limited (to almost non-existent) studies on cyber and security related operations of sUAV.<\/span><\/li><\/ul><div class=\"related-works\">\u00a0<\/div>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1be8063\" data-id=\"1be8063\" data-element_type=\"column\" data-e-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-6eca312 elementor-widget elementor-widget-image\" data-id=\"6eca312\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res-1024x576.png\" class=\"attachment-large size-large wp-image-3831\" alt=\"\" srcset=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res-1024x576.png 1024w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res-300x169.png 300w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res-768x432.png 768w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res-1536x864.png 1536w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/uav-high-res.png 1920w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\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<div class=\"elementor-element elementor-element-e1ad8e5 gallery-spacing-custom elementor-widget elementor-widget-image-gallery\" data-id=\"e1ad8e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-3769 gallery-columns-2 gallery-size-large'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"e1ad8e5\" data-elementor-lightbox-title=\"MUSCAT-additional-img-3\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzg0NiwidXJsIjoiaHR0cHM6XC9cL2FyYXouYzRpLmdtdS5lZHVcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA0XC9NVVNDQVQtYWRkaXRpb25hbC1pbWctMy0xLnBuZyIsInNsaWRlc2hvdyI6ImUxYWQ4ZTUifQ%3D%3D\" href='https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-3-1.png'><img decoding=\"async\" width=\"640\" height=\"401\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-3-1.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-3-1.png 803w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-3-1-300x188.png 300w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-3-1-768x481.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"e1ad8e5\" data-elementor-lightbox-title=\"MUSCAT-additional-img-2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzg0NywidXJsIjoiaHR0cHM6XC9cL2FyYXouYzRpLmdtdS5lZHVcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA0XC9NVVNDQVQtYWRkaXRpb25hbC1pbWctMi0xLnBuZyIsInNsaWRlc2hvdyI6ImUxYWQ4ZTUifQ%3D%3D\" href='https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-2-1.png'><img decoding=\"async\" width=\"640\" height=\"246\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-2-1.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-2-1.png 807w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-2-1-300x115.png 300w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-2-1-768x295.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"e1ad8e5\" data-elementor-lightbox-title=\"MUSCAT-additional-img\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzg0OCwidXJsIjoiaHR0cHM6XC9cL2FyYXouYzRpLmdtdS5lZHVcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA0XC9NVVNDQVQtYWRkaXRpb25hbC1pbWctMS5wbmciLCJzbGlkZXNob3ciOiJlMWFkOGU1In0%3D\" href='https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-1.png'><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"250\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-1.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-1.png 803w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-1-300x117.png 300w, https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/MUSCAT-additional-img-1-768x300.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\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\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-4ce8224 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ce8224\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-effdbc3\" data-id=\"effdbc3\" data-element_type=\"column\" data-e-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-41ab05c elementor-widget elementor-widget-heading\" data-id=\"41ab05c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Project Sponsors<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3b76ccb elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b76ccb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-8c85072\" data-id=\"8c85072\" data-element_type=\"column\" data-e-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-317d5f0 elementor-widget__width-initial elementor-skin-carousel elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-media-carousel\" data-id=\"317d5f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;2&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;skin&quot;:&quot;carousel&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"media-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" 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aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cyberinitiative.org\/\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"whiteCCI_Full_Lockup_Web\" style=\"background-image: url(&#039;https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2025\/04\/whiteCCI_Full_Lockup_Web.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\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\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\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>Mason\u2019s UAV Systems Cyber Analysis Testbed (MUSCAT), is a system of systems modeling and simulation testbed for sensing, tracking, and fusion of sUAV to guide infrastructure-level decision making. Opportunity and Challenges: \u00a0 UAVs are becoming ubiquitous with a strong business potential to contribute rapidly to economic growth. Decades of research and development in UAV enabling 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