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
- 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
- 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 |
Public Companies
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) |