{"id":4121,"date":"2026-10-22T09:21:29","date_gmt":"2026-10-22T07:21:29","guid":{"rendered":"https:\/\/blog.rwth-aachen.de\/akustik\/?p=4121"},"modified":"2026-10-22T09:21:29","modified_gmt":"2026-10-22T07:21:29","slug":"a-measurement-campaign-for-validating-drone-swarm-auralization","status":"publish","type":"post","link":"https:\/\/blog.rwth-aachen.de\/akustik\/a-measurement-campaign-for-validating-drone-swarm-auralization\/","title":{"rendered":"A measurement campaign for validating drone swarm auralization"},"content":{"rendered":"<p>Unmanned aerial systems (UAS), commonly referred to as drones, are being deployed in an increasing number of applications, including delivery, inspection, mapping and surveillance. Beyond the single-aircraft operations established today, current developments point towards the swarm concept, in which several UAS operate in coordinated formation. Such formations offer gains in efficiency and a reduction in logistical effort, but they also raise concerns regarding noise, particularly in urban environments. The acceptance and deployment of drone swarms may therefore depend on how they sound \u2014 a question that has to be addressed in advance if the technology is to be environmentally compatible. Acoustic simulation and auralization methods developed at IHTA make such an assessment possible: rather than describing predicted noise as a value on a noise map, the virtual swarm is auralized. Swarm formation, routing and operating conditions can thus be varied systematically, and the resulting perceptual consequences, in particular the annoyance experienced by listeners, quantified in listening experiments that can inform early-stage planning and the regulation of swarm deployment and routing.<\/p>\n<p>A swarm flyover in an urban environment places substantial demands on the simulation: higher-order reflections between building facades, diffraction, multiple moving sources with direction-dependent radiation, and propagation through an inhomogeneous medium must all be accounted for simultaneously. The simulation workflow therefore has to be verified against measured data.<\/p>\n\n\t\t<style>\n\t\t\t#gallery-1 {\n\t\t\t\tmargin: auto;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-item {\n\t\t\t\tfloat: left;\n\t\t\t\tmargin-top: 10px;\n\t\t\t\ttext-align: center;\n\t\t\t\twidth: 50%;\n\t\t\t}\n\t\t\t#gallery-1 img {\n\t\t\t\tborder: 2px solid #cfcfcf;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-caption {\n\t\t\t\tmargin-left: 0;\n\t\t\t}\n\t\t\t\/* see gallery_shortcode() in wp-includes\/media.php *\/\n\t\t<\/style>\n\t\t<div id='gallery-1' class='gallery galleryid-4121 gallery-columns-2 gallery-size-medium'><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/blog.rwth-aachen.de\/akustik\/a-measurement-campaign-for-validating-drone-swarm-auralization\/groupfoto\/'><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto-300x225.jpeg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-4122\" srcset=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto-300x225.jpeg 300w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto-1024x768.jpeg 1024w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto-768x576.jpeg 768w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto-1536x1152.jpeg 1536w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/Groupfoto.jpeg 1600w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t\t<\/dt>\n\t\t\t\t<dd class='wp-caption-text gallery-caption' id='gallery-1-4122'>\n\t\t\t\tResearchers of the SWOISE project, supported by members of the Department of Engineering Acoustics at TU Berlin \n\t\t\t\t<\/dd><\/dl><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/blog.rwth-aachen.de\/akustik\/a-measurement-campaign-for-validating-drone-swarm-auralization\/pxl_20260616_142720790\/'><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"194\" src=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-300x194.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-4123\" srcset=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-300x194.jpg 300w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-1024x663.jpg 1024w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-768x498.jpg 768w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-1536x995.jpg 1536w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_142720790-2048x1327.jpg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t\t<\/dt>\n\t\t\t\t<dd class='wp-caption-text gallery-caption' id='gallery-1-4123'>\n\t\t\t\tThree UAS operated by project members\n\t\t\t\t<\/dd><\/dl><br style=\"clear: both\" \/><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon portrait'>\n\t\t\t\t<a href='https:\/\/blog.rwth-aachen.de\/akustik\/a-measurement-campaign-for-validating-drone-swarm-auralization\/pxl_20260616_153304965\/'><img loading=\"lazy\" decoding=\"async\" width=\"243\" height=\"300\" src=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-243x300.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-4124\" srcset=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-243x300.jpg 243w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-829x1024.jpg 829w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-768x949.jpg 768w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-1243x1536.jpg 1243w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260616_153304965-1658x2048.jpg 1658w\" sizes=\"auto, (max-width: 243px) 100vw, 243px\" \/><\/a>\n\t\t\t<\/dt>\n\t\t\t\t<dd class='wp-caption-text gallery-caption' id='gallery-1-4124'>\n\t\t\t\tFlyover of three UAS during recording\n\t\t\t\t<\/dd><\/dl><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/blog.rwth-aachen.de\/akustik\/a-measurement-campaign-for-validating-drone-swarm-auralization\/pxl_20260617_092537905\/'><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-300x225.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-4125\" srcset=\"https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-300x225.jpg 300w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-1024x769.jpg 1024w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-768x577.jpg 768w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-1536x1153.jpg 1536w, https:\/\/blog.rwth-aachen.de\/akustik\/files\/2026\/10\/PXL_20260617_092537905-2048x1538.jpg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\n\t\t\t<\/dt>\n\t\t\t\t<dd class='wp-caption-text gallery-caption' id='gallery-1-4125'>\n\t\t\t\tRecording devices in front of building complex\n\t\t\t\t<\/dd><\/dl><br style=\"clear: both\" \/>\n\t\t<\/div>\n\n<p>&nbsp;<\/p>\n<p>To provide such a reference, and as part of the LuFo VI-3 funded SWOISE project, in-situ recordings of drone swarms were conducted by our postdoctoral researcher <a href=\"https:\/\/www.akustik.rwth-aachen.de\/cms\/institut-fuer-hoertechnik-und-akustik\/Das-Institut\/Team\/Medak-Team\/~bnslcw\/Jithin-Thilakan\/\" target=\"_blank\" rel=\"noopener\">Jithin Thilakan<\/a> together with researchers and staff from the <a href=\"https:\/\/www.tu.berlin\/ff\" target=\"_blank\" rel=\"noopener\">Chair of Flight Guidance and Air Transport<\/a> and the <a href=\"https:\/\/www.tu.berlin\/akustik\" target=\"_blank\" rel=\"noopener\">Department of Engineering Acoustics<\/a>. The measurement campaign covered conditions ranging from hemi-free-field to building facades and street-canyon geometries, with configurations from a single drone up to multi-drone formations. These scenarios will be recreated using simulation models, and the resynthesized signals will be objectively and perceptually compared with the recordings. Agreement between resynthesized and measured signals validates the simulation model and the auralization workflow, which can then be applied to predict how a swarm of a given configuration will sound under specified acoustic conditions, long before it takes off.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Unmanned aerial systems (UAS), commonly referred to as drones, are being deployed in an increasing number of applications, including delivery, inspection, mapping and surveillance. Beyond the single-aircraft operations established today, [&hellip;]<\/p>\n","protected":false},"author":816,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"c2c_always_allow_admin_comments":false,"footnotes":""},"categories":[83,45,1,102,44,11,101],"tags":[],"class_list":["post-4121","post","type-post","status-publish","format-standard","hentry","category-acoustic-simulation","category-current","category-ihta","category-noise","category-research","category-data","category-urban-noise"],"_links":{"self":[{"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/posts\/4121","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/users\/816"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/comments?post=4121"}],"version-history":[{"count":4,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/posts\/4121\/revisions"}],"predecessor-version":[{"id":4148,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/posts\/4121\/revisions\/4148"}],"wp:attachment":[{"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/media?parent=4121"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/categories?post=4121"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/akustik\/wp-json\/wp\/v2\/tags?post=4121"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}