Drone Detector with AI-Powered Signal Analysis for Identifying and Classifying Unauthorized Drones

Introduction

Key advancements include dynamic protocol decoding through cognitive radio-based parsing to detect consumer and custom-built UAVs, and multi-sensor fusion​​ correlating RF signatures with acoustic profiles and micro-Doppler radar data to reduce false positives. The system employs reinforcement learning to adaptively adjust signal-to-noise ratio (SNR) thresholds, achieving 98.5% detection probability at -120dBm sensitivity. A hybrid database stores over 10,0000 verified drone fingerprints, while GAN-generated synthetic signals train the AI model to recognize emerging threats. Field tests demonstrate a 5000-meter detection range with ≤2° azimuth error, capable of differentiating 15 concurrent drones in shared spectrum bands. For defense applications, it integrates with counter-UAV jammers to disrupt unauthorized drones by targeting vulnerabilities in synchronization signals.

Basic

Interface Showcase

From this diagram, it can be clearly seen that the currently identified unmanned aerial vehicles (UAVs) and their models are displayed, and at the same time, the detection directions of these models are also shown.

  AeroSeek: AeroSeek is a global leader in advanced low-altitude drone defense technologies, providing comprehensive anti-drone solutions that protect airspace security in increasingly complex environments. Our mission is to design, develop, and deploy the world’s most sophisticated drone detection and countermeasure systems, enabling our clients to address unauthorized drone threats with speed, accuracy, and confidence.

  Company founder Leo formerly the Product Manager at DJI which is the world’s leading drone manufacturer, spearheaded the development of DJI’s renowned drones Detector“AeroScope”. The company key team experience fostered an in-depth understanding of anti-drones requirements and been invited to oversee drone security at multiple High-end national-level high-security events, expertise drives Aeroseek’s innovative approach. Today, our products are trusted by clients in countries worldwide, reflecting our global impact.

  Aeroseek is dedicated to pushing the boundaries of Anti Drone technology. We focus on developing compact, portable, and integrated “detect-and-neutralize” solutions optimized for individual use. By combining cutting-edge detection capabilities with efficient anti drones technologies, our products enhance operational efficiency, enabling rapid response to unauthorized drone incursions.Notably, we are among the few companies in the world whose detection systems fully support DJI’s latest O4 and O4+ protocols, enabling accurate identification, tracking, and decoding of the newest generation of DJI drones. These advanced features make AeroSeek one of the most reliable anti-drone solution providers in the industry today. 

  Over the years, AeroSeek has built a strong global presence. We have established a distribution network spanning more than 30 countries and have successfully served government and commercial clients in over 50 nations. From border defense forces to national airports, critical infrastructure operators to large-scale public event organizers, our solutions are trusted by professionals around the world who rely on uninterrupted airspace security. Our ability to provide localized support, fast delivery, and training services has further strengthened our position as a trusted partner in the global counter-UAS market.

  Our commitment extends beyond security: we aim to foster a healthy, regulated environment for the global drone industry. As civilian drones proliferate, Aeroseek’s solutions balance innovation with safety, ensuring responsible use while protecting critical infrastructure, public events, and private spaces.With a unique combination of technical strength, real-world experience, and international vision, AeroSeek continues to lead the way in the anti-drone industry. We are not only building tools to defend the skies—we are shaping the future of airspace protection.