<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Autonomous Systems | Dr. Evangelos Vlachos</title><link>https://vlachos.science/tags/autonomous-systems/</link><atom:link href="https://vlachos.science/tags/autonomous-systems/index.xml" rel="self" type="application/rss+xml"/><description>Autonomous Systems</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en</language><lastBuildDate>Wed, 15 Jan 2025 00:00:00 +0000</lastBuildDate><image><url>https://vlachos.science/media/icon_hu_2beab1606e98fa9.png</url><title>Autonomous Systems</title><link>https://vlachos.science/tags/autonomous-systems/</link></image><item><title>EUSOME: Excellence Hub for Advanced Air Mobility</title><link>https://vlachos.science/projects/eusome/</link><pubDate>Wed, 15 Jan 2025 00:00:00 +0000</pubDate><guid>https://vlachos.science/projects/eusome/</guid><description>&lt;h2 id="project-overview">Project Overview&lt;/h2>
&lt;p>&lt;strong>EUSOME&lt;/strong> (Enabling Autonomous Aerial Systems through Operational Methods and Technological Enhancements) is a 4-year European Excellence Hub project funded by the &lt;strong>Horizon Europe&lt;/strong> programme (Grant Agreement No. 101187121).&lt;/p>
&lt;p>With a total budget of nearly &lt;strong>€6 million&lt;/strong>, the project aims to modernize the air mobility ecosystem in the Southeast Mediterranean region. It addresses regional challenges such as goods and people transportation, complex landscape surveillance, fire risk management, and traffic congestion monitoring through the integration of large drone systems and intelligent coordination technology.&lt;/p>
&lt;h2 id="core-pillars-of-innovation">Core Pillars of Innovation&lt;/h2>
&lt;p>The project is structured around four primary objectives:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Research &amp;amp; Innovation Infrastructure:&lt;/strong> Establishing an open-access infrastructure to foster technological advancements in Autonomous Aerial Systems (AAS).&lt;/li>
&lt;li>&lt;strong>Regulatory Masterplan:&lt;/strong> Developing a strategic plan for the regional adoption of &lt;strong>EASA&lt;/strong> regulations on Advanced Air Mobility.&lt;/li>
&lt;li>&lt;strong>Thematic Innovation Hub (TIH):&lt;/strong> A dedicated hub to explore market possibilities, consultancy services, and open-access policies for project outputs.&lt;/li>
&lt;li>&lt;strong>Mentoring &amp;amp; Outreach:&lt;/strong> Building regional expertise through training programs and promoting public engagement to ensure societal acceptance of AAM technology.&lt;/li>
&lt;/ol>
&lt;h2 id="my-role">My Role&lt;/h2>
&lt;p>As &lt;strong>Principal Investigator&lt;/strong> for &lt;strong>ISI / ATHENA Research Center&lt;/strong>, I lead the institute&amp;rsquo;s participation in EUSOME, covering:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>6G-integrated U-Space communications&lt;/strong> — designing ISAC waveforms for UAV swarm coordination and command-and-control links.&lt;/li>
&lt;li>&lt;strong>UAV path planning under channel uncertainty&lt;/strong> — developing MPC frameworks that optimize trajectory and MIMO ergodic rates jointly.&lt;/li>
&lt;li>&lt;strong>Detect-and-Avoid for BVLOS operations&lt;/strong> — radar-camera fusion for obstacle detection in autonomous UAS.&lt;/li>
&lt;/ul>
&lt;div class="photo-strip">
&lt;figure class="photo-strip-item" style="flex: 0.8732142857142857 1 0">
&lt;img src="https://vlachos.science/media/eusome/fieldtest-2026_hu_47966b19596802cc.webp" srcset="https://vlachos.science/media/eusome/fieldtest-2026_hu_83e420071bf84b81.webp 244w, https://vlachos.science/media/eusome/fieldtest-2026_hu_47966b19596802cc.webp 489w"
sizes="(max-width: 576px) 70vw, 33vw" width="489" height="560"
alt="Preparing a drone on its case for a field test" loading="lazy" decoding="async">
&lt;figcaption>UAV field test, Athens, January 2026&lt;/figcaption>
&lt;/figure>
&lt;figure class="photo-strip-item" style="flex: 0.8732142857142857 1 0">
&lt;img src="https://vlachos.science/media/eusome/defea-2025_hu_71ea8c247c9a1855.webp" srcset="https://vlachos.science/media/eusome/defea-2025_hu_267232c315a306d6.webp 244w, https://vlachos.science/media/eusome/defea-2025_hu_71ea8c247c9a1855.webp 489w"
sizes="(max-width: 576px) 70vw, 33vw" width="489" height="560"
alt="Research drone on display at an exhibition stand" loading="lazy" decoding="async">
&lt;figcaption>DEFEA 2025 exhibition, Athens&lt;/figcaption>
&lt;/figure>
&lt;figure class="photo-strip-item" style="flex: 0.8732142857142857 1 0">
&lt;img src="https://vlachos.science/media/eusome/lab-2025_hu_7e9cf357a94794fc.webp" srcset="https://vlachos.science/media/eusome/lab-2025_hu_550048e2ccd6744a.webp 244w, https://vlachos.science/media/eusome/lab-2025_hu_7e9cf357a94794fc.webp 489w"
sizes="(max-width: 576px) 70vw, 33vw" width="489" height="560"
alt="Drone with radios and sensors on a lab bench" loading="lazy" decoding="async">
&lt;figcaption>Getting a UAV ready for flight tests, July 2025&lt;/figcaption>
&lt;/figure>
&lt;/div>
&lt;h2 id="selected-publications">Selected Publications&lt;/h2>
&lt;ul>
&lt;li>E. Vlachos, P. Kolios, C. Skliros, &amp;ldquo;&lt;a href="https://vlachos.science/publication/vlachos-cbf-se3-2026/">Hardware-Aware SE(3) Control Barrier Functions for Counter-UAS Interceptors with Directed Energy Payloads&lt;/a>,&amp;rdquo; &lt;em>2026 International Conference on Unmanned Aircraft Systems (ICUAS)&lt;/em>, Corfu, Greece, June 2026.&lt;/li>
&lt;/ul>
&lt;h2 id="the-consortium">The Consortium&lt;/h2>
&lt;p>Coordinated by the &lt;strong>KIOS Research and Innovation Center of Excellence&lt;/strong> at the University of Cyprus, EUSOME unites 16 partners across Cyprus, Greece, Poland, and Serbia:&lt;/p>
&lt;table>
&lt;thead>
&lt;tr>
&lt;th>Partner&lt;/th>
&lt;th>Country&lt;/th>
&lt;th>Role&lt;/th>
&lt;/tr>
&lt;/thead>
&lt;tbody>
&lt;tr>
&lt;td>KIOS / University of Cyprus&lt;/td>
&lt;td>Cyprus&lt;/td>
&lt;td>Coordinator&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>ATHENA Research Center (ISI)&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Research — PI: E. Vlachos&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Hellenic Civil Aviation Authority&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Regulation&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Aviomania Aircraft&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Industry&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Hellenic Drones S.A.&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Industry&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Adrestia R&amp;amp;D&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Research&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Ministry of Digital Governance&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Policy&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Hellenic U-space Institute&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Standards&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>GRNET&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Infrastructure&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Cyprus Ministry of Transport&lt;/td>
&lt;td>Cyprus&lt;/td>
&lt;td>Policy&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Cyprus Chamber of Commerce&lt;/td>
&lt;td>Cyprus&lt;/td>
&lt;td>Industry&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Mediterranean Adventure Ltd&lt;/td>
&lt;td>Cyprus&lt;/td>
&lt;td>Operations&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Region of Epirus&lt;/td>
&lt;td>Greece&lt;/td>
&lt;td>Regional authority&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>SocialTech Lab&lt;/td>
&lt;td>Serbia&lt;/td>
&lt;td>Outreach&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Institute Mihajlo Pupin&lt;/td>
&lt;td>Serbia&lt;/td>
&lt;td>Research&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>Centrum Badań Kosmicznych PAN&lt;/td>
&lt;td>Poland&lt;/td>
&lt;td>Research&lt;/td>
&lt;/tr>
&lt;/tbody>
&lt;/table>
&lt;h2 id="project-news--milestones">Project News &amp;amp; Milestones&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>September 2026 — SkySense 2026 Workshop (Nicosia):&lt;/strong> EUSOME co-organised SkySense 2026 with the REFINE project at IEEE CAMAD 2026, including an invited talk by E. Vlachos on cellular ISAC for detecting non-cooperative drones in U-Space.&lt;/li>
&lt;li>&lt;strong>September 2026 — NextGCom 2026 (Kefalonia):&lt;/strong> E. Vlachos chaired the special session on integrated sensing and AI-driven communication in 6G perceptive mobile networks and presented EUSOME work on semantically-informed UAV connectivity.&lt;/li>
&lt;li>&lt;strong>June 2026 — 3rd Plenary Meeting (Nicosia):&lt;/strong> Consortium-wide review of progress and planning.&lt;/li>
&lt;li>&lt;strong>June 2026 — ICUAS 2026 (Corfu):&lt;/strong> EUSOME work on hardware-aware control barrier functions for counter-UAS interceptors was presented at the International Conference on Unmanned Aircraft Systems.&lt;/li>
&lt;li>&lt;strong>May 2026 — 2nd Press Release:&lt;/strong> EUSOME published its second press release on the project&amp;rsquo;s achievements after 15 months of work.&lt;/li>
&lt;li>&lt;strong>March 2026 — 5G Measurements from the Air:&lt;/strong> ISI / ATHENA drone flights measured 5G signal strength at 20–60 m altitude over urban areas, to support connectivity-aware UAV mission planning.&lt;/li>
&lt;li>&lt;strong>February 2026 — eVTOL Design Update:&lt;/strong> Aviomania Aircraft unveiled design targets for the EUSOME eVTOL platform: under 100 kg empty weight with a modular, mission-adaptable interior.&lt;/li>
&lt;li>&lt;strong>February 2026 — Science Café on AAM:&lt;/strong> First public outreach event at the University of Cyprus engaging citizens on Advanced Air Mobility.&lt;/li>
&lt;li>&lt;strong>February 2026 — 3rd EUSOME Study Visit (Belgrade):&lt;/strong> Consortium partners gathered at the Institute Mihajlo Pupin for knowledge exchange on U-Space technologies and cross-border coordination.&lt;/li>
&lt;li>&lt;strong>January 2026 — HCAA UAS Flight Plan Update:&lt;/strong> The Hellenic Civil Aviation Authority published updated UAS flight plan regulations, advancing the national U-Space framework.&lt;/li>
&lt;li>&lt;strong>November 2025 — 2nd EUSOME Study Visit (Belgrade):&lt;/strong> The Institute Mihajlo Pupin hosted the second study visit of the EUSOME Mentoring &amp;amp; Training Programme, with partners from KIOS and CBK PAN and Serbian stakeholders from civil aviation, emergency management and the postal service.&lt;/li>
&lt;li>&lt;strong>October 2025 — SkySense 2025 Workshop (Patras):&lt;/strong> EUSOME and the REFINE project co-organised SkySense 2025 at IEEE ISC2 2025, University of Patras (workshop chair: E. Vlachos).&lt;/li>
&lt;li>&lt;strong>October 2025 — 2nd Transnational Plenary Meeting (Patras):&lt;/strong> Hosted by ATHENA at the University of Patras; consortium-wide review of progress and planning for the next phase.&lt;/li>
&lt;li>&lt;strong>October 2025 — Newsletter Launch:&lt;/strong> First edition of the EUSOME Newsletter published.&lt;/li>
&lt;li>&lt;strong>September 2025 — Geo-Zone Mapping (Cyprus):&lt;/strong> Partners working on drone corridor routes and geo-zone infrastructure for national U-Space deployment.&lt;/li>
&lt;li>&lt;strong>July 2025 — EUSOME at Oshkosh EAA AirVenture:&lt;/strong> Aviomania Aircraft showcased the EUSOME eVTOL concept at the world&amp;rsquo;s largest airshow.&lt;/li>
&lt;li>&lt;strong>July 2025 — UCY Summer Academies:&lt;/strong> Outreach to the next generation through drone demonstrations and AAM talks at the University of Cyprus.&lt;/li>
&lt;li>&lt;strong>June 2025 — WSIS+20 High-Level Event:&lt;/strong> SocialTech Lab represented EUSOME at the World Summit on the Information Society.&lt;/li>
&lt;li>&lt;strong>May 2025 — EUSOME at DEFEA 2025:&lt;/strong> Project featured at the Defence Exhibition Athens, demonstrating dual-use potential of AAM technologies.&lt;/li>
&lt;li>&lt;strong>May 2025 — Mentoring Programme Launch:&lt;/strong> The EUSOME mentoring and training programme officially kicked off in Belgrade.&lt;/li>
&lt;li>&lt;strong>January 2025:&lt;/strong> Official Project Kick-off Meeting in Cyprus.&lt;/li>
&lt;/ul>
&lt;hr>
&lt;p>&lt;em>This project has received funding from the European Union&amp;rsquo;s Horizon Europe research and innovation programme under grant agreement No 101187121.&lt;/em>&lt;/p></description></item><item><title>FIRA-DAV: Feature-level Image and Radar Fusion for Detect and Avoid</title><link>https://vlachos.science/projects/firadav/</link><pubDate>Fri, 01 Sep 2023 00:00:00 +0000</pubDate><guid>https://vlachos.science/projects/firadav/</guid><description>&lt;h2 id="project-overview">Project Overview&lt;/h2>
&lt;p>&lt;strong>FIRA-DAV&lt;/strong> (&lt;em>Feature-level Image and Radar Fusion for Improved Detect and Avoid Functionality in Autonomous Aerial Vehicles&lt;/em>) is a Proof-of-Concept project funded by the &lt;strong>Athena Research Center Technology Transfer Office&lt;/strong> under the internal PoC programme (ΔΕΜΤ, project No. 80260). The project was competitively selected in June 2023 following evaluation by a three-member expert panel, and ran from &lt;strong>September 2023 for 6 months&lt;/strong>.&lt;/p>
&lt;p>As &lt;strong>Principal Investigator&lt;/strong>, I led the design, equipment procurement, and dataset construction for radar–camera sensor fusion targeting UAV Detect-and-Avoid (DAA) — a critical safety requirement for beyond-visual-line-of-sight (BVLOS) operations. The project was carried out in collaboration with &lt;strong>Hellenic Drones&lt;/strong> (industry partner, Dr. Christos Skliros) and &lt;strong>ROBOSURVEY LTD&lt;/strong> (equipment supplier).&lt;/p>
&lt;h2 id="team">Team&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Dr. Evangelos Vlachos&lt;/strong> — PI, Athena Research Center / ISI&lt;/li>
&lt;li>&lt;strong>Hellenic Drones&lt;/strong> (Dr. Christos Skliros) — Industry partner&lt;/li>
&lt;/ul>
&lt;h2 id="equipment--dataset">Equipment &amp;amp; Dataset&lt;/h2>
&lt;p>The project procured a &lt;strong>Texas Instruments IWR6843AoP&lt;/strong> 77 GHz FMCW mmWave radar (Antenna-on-Package variant) and a synchronized CSI camera, integrated on a drone-mounted embedded platform. Measurement campaigns produced a synchronized dataset of radar 3D point clouds and RGB camera frames in real flight conditions, including UAV-to-UAV scenarios for obstacle detection.&lt;/p>
&lt;p>Key technical work:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Data collection&lt;/strong>: Synchronized radar point clouds and RGB frames captured in real UAV flight scenarios&lt;/li>
&lt;li>&lt;strong>Calibration&lt;/strong>: Radar-to-camera extrinsic transformation, intrinsic camera calibration&lt;/li>
&lt;li>&lt;strong>CFAR detection&lt;/strong>: Configuration of detection and tracking layers for the IWR6843AoP sensor&lt;/li>
&lt;li>&lt;strong>Applied for Google Cloud Research Credits&lt;/strong> to support deep neural network training on the collected dataset&lt;/li>
&lt;/ul>
&lt;h2 id="technical-outcomes">Technical Outcomes&lt;/h2>
&lt;ul>
&lt;li>Synchronized radar–camera dataset collected under real flight conditions&lt;/li>
&lt;li>Derivation of transformation function mapping radar 3D point cloud to 2D image plane&lt;/li>
&lt;li>Training pipeline for &lt;strong>spatial attention fusion&lt;/strong> neural network combining radar and vision features&lt;/li>
&lt;li>Efficient Python and Julia code for embedded AI deployment&lt;/li>
&lt;li>Dataset and equipment directly adopted by &lt;strong>EUSOME&lt;/strong> (Horizon Europe, 2025–2028), which carries no equipment budget&lt;/li>
&lt;/ul>
&lt;h2 id="reviewer-recognition">Reviewer Recognition&lt;/h2>
&lt;p>The proposal was rated positively by all three external reviewers:&lt;/p>
&lt;blockquote>
&lt;p>&lt;em>&amp;ldquo;This is a huge market and everyone is working on it. This tech, if unique and solves real issues, has cross applicability.&amp;rdquo;&lt;/em>&lt;/p>&lt;/blockquote>
&lt;blockquote>
&lt;p>&lt;em>&amp;ldquo;Deep-tech IT solution that relies on state-of-the-art technology and strong know-how that is probably difficult to be copied.&amp;rdquo;&lt;/em>&lt;/p>&lt;/blockquote>
&lt;hr>
&lt;p>&lt;em>Funded by the Athena Research Center under the internal Proof-of-Concept (PoC) programme (ΔΕΜΤ No. 80260) of the Technology Transfer Office.&lt;/em>&lt;/p></description></item></channel></rss>