Drone Detection

Drone Detection

A knowledge base on detecting unauthorized drones at critical infrastructure — power, water, emergency shelters, and secure facilities. Covers detection physics (micro-Doppler radar, RF, acoustic, optical), open-source tools, commercial hardware, and counter-drone-drone platforms.

Scope: Detection and classification systems usable today, with emphasis on drone-vs-bird discrimination and threats that assume no RF control link.

Topic Areas

  • Detection Methods — Micro-Doppler radar, RF/Remote ID, acoustic, optical, and sensor fusion
  • Threat Taxonomy — Classification of drone threats: surveillance, RF attack, fiber-optic FPV, autonomous, and swarms
  • Regulatory Framework — US C-UAS legal landscape: who can detect, who can interdict, applicable statutes, CISA guidance
  • International Remote ID Requirements — UK, EU, China, and Japan Remote ID mandates compared to the US standard
  • Drone Privacy, Trespass, and Criminal Misuse Law — US, UK, German, and French law on drone spying, harassment, and vandalism; civil vs. criminal line; when to call police
  • Property Owner Rights vs. Drone Operator Rules (US & UK) — FAA Part 107 / UK CAA altitude and distance rules for operators; hovering vs. perimeter flying; thermal/LIDAR sensing; the Causby/Ciraolo/Riley/Kyllo case law; whether ground-level altitude legalizes self-help capture
  • Open Source Projects — OpenDroneID, DJI DroneID decoders, acoustic ML pipeline, and community tools
  • Commercial Hardware — Dedrone, DroneShield, Fortem, D-Fend, Aaronia, Robin Radar, Marduk, AeroDefense, Sentrycs, Skydio
  • Deployment Architecture — Design pattern for fixed-site C-UAS: sensor placement, integration, power/networking, maintenance
  • Counter-Drone Platforms — Interceptor drones and kinetic/non-kinetic response
  • High-Altitude Platforms (Airships & Balloons) — Stratospheric HAPS as persistent sensor platforms for drone/missile detection; Sceye, World View/Ondas, Aerostar, Urban Sky, TCOM, Hemeria/Safran, Kalam Labs
  • MIMO Radar Projects — Multiple-Input Multiple-Output digital antenna-array radar for compact, high-resolution 3D/4D drone detection; Advanced Protection Systems, RADA/Leonardo DRS, Fraunhofer FHR, Vayyar Imaging, Uhnder
  • Ukraine Lessons Learned — Battlefield results 2024–2026: what works, what doesn’t, kinetic/electronic/passive countermeasures

Companies

Startups & Development Partners

Company HQ Stage Mission
Allen Control Systems USA Series B ($200M, $2.2B, Jun 2026) Bullfrog autonomous kinetic weapon station; M240/M2/M230/M134; SOCOM + Army contracts
Fortem Technologies USA Growth (Lockheed $25M, 2026) Radar + AI + DroneHunter interceptor drone C-UAS system
D-Fend Solutions Israel Acquired (Motorola Solutions, reported ~$1.5B, 2026 — unconfirmed) Cyber-takeover counter-drone for critical infrastructure
Aaronia AG Germany Private RF spectrum monitoring-based drone detection (AARTOS)
Robin Radar Systems Netherlands Private (Parcom investment, 2024) 3D micro-Doppler radar with bird/drone classification (IRIS)
Marduk Technologies Estonia Early Passive electro-optical detection — counters RF-dark/fiber-optic threats
AeroDefense USA Private AirWarden Remote ID receiver and RF sensor network
Dronetag Czech Republic Private Remote ID hardware (BS base station receiver)
Sentrycs Israel Acquired (Ondas, Nov 2025) Cyber-over-RF protocol manipulation — detect/ID/mitigate without jamming; 25+ countries
Skydio USA Growth (Series F, $4.4B) Autonomous drone-in-a-box patrol; X10/X10D; AI anomaly detection; Blue UAS listed
Vigil Autonomy USA Early (founded Aug 2025) CommonDefense multi-spectral benchmark dataset and perception infrastructure for C-UAS teams
Soundryx USA Early (founded Jan 2025) Acoustic sensor network detecting drones, vehicles, and gunshots — anti-stealth, radar-independent
CRFS UK Acquired (Motorola Solutions, reported 2025–2026 — unconfirmed) RFeye passive RF signal-hunting network; non-cooperative geolocation (AoA/TDoA/FDoA); integrated into L3Harris/Rafael systems
Sensofusion Finland Growth (€20.8M 2024 turnover reported) Airfence passive RF drone + pilot locator; deployed commercially since 2016
Tron Future Tech Taiwan Series A (2024) AESA-based anti-drone stack (T.Radar/T.Sensor/T.Jammer/T.Cam/T.Meta)
Echodyne USA Growth (Series A led by Bill Gates/Madrona; scaling production 2026) Miniaturized MESA/ESA radar embedded in Dedrone, defense integrators; $490M USAF SUADS contract
Sceye USA Growth (Series funding + NASA award, 2026) Solar-powered stratospheric airship (HAPS); 12-day/6,400-mile flight test; see High-Altitude Platforms
Urban Sky USA Series B ($30M, Feb 2025) Stratospheric Microballoon; AFRL STRATFI; Project Wallabee target-recognition test; see High-Altitude Platforms
Hemeria France Private (Safran MoU, Jun 2026) BalMan maneuverable stratospheric balloon; Safran.AI-enabled ELINT/EW; see High-Altitude Platforms
Kalam Labs India Early (~$2M raised) Balloon-launched stratospheric UAV; deployed at Pokhran/LAC; see High-Altitude Platforms
Advanced Protection Systems Poland Private FIELDctrl 3D MIMO radar family for C-UAS/VSHORAD; see MIMO Radar
Vayyar Imaging Israel Private XRR single-chip MIMO RFIC (48 transceivers); automotive + public-safety 4D imaging; see MIMO Radar
Uhnder USA Private Digital Code Modulation MIMO radar-on-chip (up to 96 channels); automotive-focused enabling tech; see MIMO Radar

Public Companies

Ticker Company Mission
DRO DroneShield AI-powered C-UAS: RF, radar, acoustic, computer vision
AXON Axon Enterprise (Dedrone) Multi-sensor drone detection platform (acquired Dedrone Oct 2024)
ONDS Ondas Holdings Parent of Sentrycs (CoRF C-UAS), Iron Drone Raider interceptor, and (2026) World View Stratollite stratospheric ISR — see High-Altitude Platforms

Incumbents

Ticker Company Relevance
LMT Lockheed Martin $25M investment in Fortem Technologies (Apr 2026); own C-UAS programs
RTX RTX Coyote interceptor drone program; C-UAS integration
— (state-owned) Rafael Advanced Defense Systems Hunter Eagle / Ghost Hunter kinetic interceptors; Drone Dome C-UAS (integrates CRFS RFeye)
— (private) TCOM, L.P. Tethered aerostat radar for cruise-missile/drone detection; direct commercial descendant of JLENS — see High-Altitude Platforms
— (division of Raven/CNH) Aerostar Stratospheric balloons/airships flying Army HELIOS/HAP-DS experimentation; Airbus U.S. partnership — see High-Altitude Platforms
DRS Leonardo DRS (RADA) Multi-Mission Hemispheric Radar (MHR) digital MIMO 4D AESA family; RPS-82 integrated into DroneShield DroneSentry — see MIMO Radar
— (research institute) Fraunhofer FHR German MIMO radar drone-detection research; AKIRA urban drone-monitoring network — see MIMO Radar

Sections

  • Commercial C-UAS Hardware — Commercial drone detection hardware vendors for critical infrastructure protection — multi-sensor systems, RF scanners, radar, and passive optical.
  • Counter-Drone Interceptor Platforms — Autonomous interceptor drones and kinetic counter-drone platforms — drone-kills-drone approaches for C-UAS response.
  • Detection Methods — Overview of drone detection modalities: micro-Doppler radar, Remote ID monitoring, non-cooperative RF direction finding, acoustic, optical/thermal, and multi-sensor fusion — with focus on drone-vs-bird discrimination.
  • High-Altitude Platforms (Airships & Balloons) — Stratospheric airships and balloons (HAPS) as persistent sensor platforms for drone and cruise-missile detection — including dual-use systems originally built for imagery, comms, or ELINT.
  • MIMO Radar Projects — Multiple-Input Multiple-Output (MIMO) radar architectures for drone detection — digital antenna-array radar that forms a large virtual aperture from few physical elements, enabling high-resolution 3D/4D imaging and classification at lower size, weight, power, and cost than mechanically-scanned or single-channel radar.
  • Open Source Drone Detection Projects — Open-source tools and libraries for drone detection, Remote ID decoding, and radar — usable today for building custom detection systems.

Entries

  • C-UAS Deployment Architecture for Fixed Critical Infrastructure — Design pattern for building a counter-UAS detection system at a fixed critical infrastructure site: sensor placement geometry, integration architecture, power and networking, and maintenance cadence.
  • Drone Privacy, Trespass, and Criminal Misuse Law — How US, UK, German, and French law treat drone operators who spy on private property, harass, or vandalize — the civil/criminal line, and when to involve police.
  • Drone Threat Taxonomy for Critical Infrastructure — Classification of drone threat categories relevant to critical infrastructure protection, covering detection difficulty, primary detection methods, countermeasures, and real-world incidents.
  • International Remote ID Requirements — Comparison of drone Remote ID / remote identification mandates across the UK, EU, China, and Japan — timelines, technical scope, and how each regime differs from the US FAA Remote ID rule.
  • Property Owner Rights vs. Drone Operator Rules (US & UK) — What drone operators are legally allowed to do near private property in the US and UK, and what property owners can do about it — hovering vs. perimeter flying, thermal/LIDAR sensing, whether altitude changes the analysis, and whether ground-level flight removes federal protection from self-help capture or disabling.
  • Ukraine Conflict: Drone Countermeasures Lessons Learned — Practical lessons from the Russia-Ukraine conflict on what works and what doesn't in battlefield drone countermeasures — kinetic, electronic, directed energy, and passive physical defenses.
  • US C-UAS Regulatory Framework — Legal landscape governing counter-UAS detection and interdiction in the United States — who can detect, who can interdict, and which laws constrain private operators.