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PX4 MAVLink · Real Hardware Integration · AI-Powered

AI-Powered
Tactical Autonomy
Platform

Real-Time Swarm Simulation & GPS-Denied UAV Training
NECM5-18

The world's most capable autonomous drone swarm simulation platform. Built for defense organizations, research institutions, and tactical training units demanding real hardware fidelity, AI-driven decision-making, and mission-critical reliability.

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64
Drone units
20Hz
Telemetry rate
10K
Replay frames
6
Formation systems
127.0.0.1:8765 — NECM5-18 Simulator
NECM5-18 tactical interface showing drone on satellite map with radar sweep
Live MAVLink Connection Active
Core Capabilities

Everything for tactical drone training

A complete simulation environment from hardware telemetry to AI-driven swarm coordination and after-action reporting.

🛰️
Live PX4 MAVLink Integration

Real bidirectional telemetry via MAVLink v1/v2 over UDP, TCP, or serial. PX4 SITL and hardware-compatible with sub-10ms command latency.

📡
Radar Sweep Detection

360° rotating phased-array radar simulation with dynamic threat classification, signal strength mapping, and real-time contact acquisition on tactical overlay.

🤖
AI Swarm Control Engine

OpenAI Evolution Strategy training loop drives formation management, coordinated attack vectors, RTL sequencing, and adaptive defense postures.

🗺️
Satellite Map + Tactical Overlay

Live satellite, OSM, hybrid, dark, and topo map layers with mission HUD overlays: flight paths, engagement zones, no-fly zones, and weather rendering.

⚔️
Combat & Evasion Simulation

Adversarial unit AI with reactive evasion behavior, coordinated strike planning, EW jamming countermeasures, and full weapon loadout system.

📊
Replay & Telemetry Export

10,000-frame session recording with frame-accurate playback, heatmap generation, JSON telemetry export, and after-action report output.

🌦️
Weather & Digital Twin

Dynamic wind, precipitation, and visibility models affecting drone physics, radar performance, and sensor accuracy. Full GPS-denial simulation.

🎯
Mission Control

Operator-defined waypoints, no-fly zones with geofence enforcement, ROE configuration, multi-wave sequencing, and swarm attack planning.

🔒
Security & Access Control

AES session encryption, role-based access across 4 clearance tiers, rate limiting, injection protection, CORS enforcement, and path validation.

Interface Preview

Every screen, purpose-built

From secure login to satellite tactical maps — a complete operational environment engineered for real-world training workflows.

NECM5-18 secure login screen
AUTHENTICATION
Secure Role-Based Login

AES-encrypted session authentication with 4-tier role selection. Demo accounts available for evaluation. Server address displayed for multi-node deployments.

Drone management settings panel
DRONE MANAGEMENT
Fleet Configuration Panel

Add individual drones or instantly spawn swarms (+3, +5, +10). Configure model type, position (X/Y km), and altitude per unit. Full active-fleet management.

Weapons loadout management screen
WEAPONS SYSTEM
Weapon Loadout Manager

Full armament catalog: MAM-L, MAM-C, Cirit 70mm, KAMA GPS, SOM-J cruise missile, and Bora ballistic. Assign payloads per drone with range, power, and weight specs.

PX4 MAVLink live connection panel
LIVE HARDWARE
PX4 MAVLink Connection

Connect to real PX4 hardware or SITL via UDP (14550), TCP, Pixhawk USB, 3DR SiK, or Linux serial. Full flight mode control: ARM/DISARM, takeoff, RTL, loiter.

Simulation settings and system status
SIM SETTINGS
Backend & Simulation Config

Configure backend URL, map center coordinates, and simulation speed. Live system status: scenario, tick count, AI generation, drone/radar counts. Export telemetry or reset.

User guide showing 10-layer architecture
DOCUMENTATION
Integrated User Guide

Built-in guide covering Getting Started, Drone Control, Combat, Mission, Map, Keyboard shortcuts, and Connection. 10-layer architecture overview included.

Full satellite map view with tactical overlay over Middle East
SATELLITE MAP
Full Satellite Tactical Map — World Coverage

Real-world satellite imagery with tactical HUD overlays. Switch between satellite, Bing, hybrid, dark, OSM, and topo layers instantly. Zoom from world view to meter-level. Place radar stations, no-fly zones, and mission waypoints directly on the map. 300×300 km operation area with real geographic coordinates.

Swarm attack scenario with drones over Turkey map
SWARM OPERATIONS
Multi-Unit Multi-Unit Swarm Attack Scenario — Global Coverage

5-unit swarm (SWARM-01 through SWARM-05) executing coordinated attack scenario over real satellite terrain — deployable anywhere on the globe. Right-click map to place targets: radar station, air defense, command center, fuel depot, armored vehicle, or infantry position. Formation options: V-shape, circle, line, diamond, wing, column. Evasion AI active per unit.

NECM5-18 Digital Twin — Weather, GPS Denial, EW Jamming, Sensor Degradation
DIGITAL TWIN
Digital Twin & Environment Engine

Full environmental simulation panel: weather control (wind, visibility, temperature), GPS & EW jamming zones, sensor degradation sliders. Quick scenario presets: Urban, Desert, Arctic, EW Heavy. Real-time impact indicators for radar, drone speed, optical, GPS and sensor accuracy.

NECM5-18 Mission Failed — TB2-01 shot down, combat simulation result screen over satellite map
COMBAT RESULT
Live Combat Outcome — Mission Result Screen

Real-time mission outcome tracking displayed over the satellite tactical map. When a drone is neutralized by radar defense systems, the simulator fires instant mission-failed feedback with restart options — creating genuine operational pressure and refining operator decision-making under fire.

Technical Specifications

Built for real deployment environments

Hardware-grade reliability engineered for defense, university, and research institution requirements.

Communication Protocol
MAVLink Versionv1 / v2 (auto-negotiate)
Transport LayerUDP · TCP · Serial
SITL PortUDP 14550
Telemetry Rate4 Mbps real-time
Command Latency< 10 ms
EncryptionAES session keys
Hardware Compatibility
Flight ControllerPX4 SITL & hardware
ArduPilotSupported via MAVLink
GPSu-blox M8N+ / RTK
RF Link3DR SiK · RFD900
USBPixhawk COM-x · Linux /dev/ttyUSB0
Software Stack
BackendPython 3.11+ asyncio
FrontendVanilla JS — zero dependencies
AI EngineOpenAI Evolution Strategy
Map LayerLeaflet.js + satellite/OSM/topo tiles
RealtimeSSE (Server-Sent Events)
Access ControlRole-based (4 tiers)
Swarm & Recording
Max Simultaneous Units64 drones
Formation PresetsV-shape · Circle · Line · Diamond · Wing · Column
Replay Resolution10,000 frames · 50 Hz
Export FormatsJSON · CSV · MAVLink binary
HeatmapDensity + path visualization
System Architecture

10-Layer architecture

A fully modular, event-driven design built for extensibility, reliability, and hardware-agnostic operation.

Layer 01
Core Engine

Real-time simulation, event-driven architecture, modular design with hot-reload scenario switching.

Layer 02
Swarm Engine

Swarm intelligence, collision avoidance, leader-follower topology, GPS-denied navigation fallback.

Layer 03
Mission Control

High-level mission planning, area scan, formation control, ROE configuration, and waypoint management.

Layer 04
Visualization

2D tactical + real-world map rendering — satellite, OSM, topo, dark — with live overlay drawing.

Layer 05
AI Decision

Threat analysis, route optimization via OpenAI-ES, anomaly detection, and tactical recommendations.

Layer 06
Digital Twin

Full physics simulation, weather modeling, EW effects, GPS denial, and environmental degradation.

Layer 07
Communication

SSE push, MAVLink, SBUS, UDP/TCP, mesh network visualization, and multi-client session management.

Layer 08
Security

Rate limiting, injection protection, CORS policy, path validation, AES encryption, and audit logging.

Layer 09
Drone Integration

PX4, ArduPilot, MAVLink, SBUS — hardware-agnostic platform supporting serial and network connections.

Layer 10
Telemetry

10,000-frame recording, replay engine, heatmap generation, JSON/CSV export, and after-action reporting.

Access Control

Role-based clearance tiers

Hierarchical permission architecture enforces operational security across all simulator functions.

Admin
System Administrator
  • Full system configuration
  • User provisioning & revocation
  • AES key management
  • Hardware diagnostics
  • Audit log & forensics
  • Raw telemetry export
Commander
Mission Commander
  • Mission creation & launch
  • Swarm formation commands
  • ROE configuration
  • No-fly zone enforcement
  • AI strategy selection
  • After-action reports
Operator
Drone Operator
  • Individual unit telemetry
  • Manual override controls
  • Waypoint modification
  • Combat log monitoring
  • Weather layer access
  • Limited replay access
Observer
Observer / Trainee
  • Read-only radar view
  • Swarm status monitoring
  • Training replay playback
  • Performance metrics
  • No command authority
  • Sanitized session export
System Architecture

10-Layer Technical Stack

Every layer purpose-built for real-time tactical simulation with hardware-grade reliability.

🖥️
UI Layer
Tactical HUD · Satellite Map · Real-time Dashboard
Vanilla JS
↓
⚙️
Simulation Core
Event-driven · Physics · Scenario Engine
Python asyncio
↓
🤖
AI Threat Engine
OpenAI-ES · Evasion AI · Decision Trees
OpenAI-ES
↓
🛸
Swarm Intelligence
Formation · Leader-Follower · Collision Avoidance
Multi-Agent
↓
📡
Telemetry Layer
SSE · 20Hz Streaming · 10K Frame Recording
SSE / WebSocket
↓
🔌
PX4 / MAVLink
UDP · TCP · Serial · SITL · Pixhawk
MAVLink v2
Supporting Systems
🗺️
Visualization Engine
Satellite, OSM, Topo, Dark map layers with real-time tactical overlays
🌦️
Digital Twin
Weather simulation, GPS denial, EW jamming, sensor degradation
🔒
Security Layer
AES encryption, RBAC, rate limiting, injection protection, CORS
📊
Analytics & Replay
10,000-frame recording, heatmaps, JSON/CSV export, AAR generation
🛰️
Hardware Integration
PX4, ArduPilot, Pixhawk, 3DR SiK, RFD900 — hardware-agnostic
Operational Domains

Mission Use Cases

Deployed across defense, research, and advanced autonomous systems development worldwide.

01
🎯
Operator Training

Train drone operators on multi-unit coordination, ROE enforcement, and real-time threat response under realistic radar and weather conditions.

Military · Defense
02
🤖
Swarm AI Research

University and research labs use the OpenAI-ES engine to train novel swarm policies with full telemetry logging and reproducible experiment replay.

Academic · R&D
03
📡
GPS-Denied Testing

Simulate GPS denial, electronic warfare jamming, and sensor degradation to validate autonomous navigation algorithms before field deployment.

EW · Navigation
04
🗺️
Tactical Planning

Mission commanders plan multi-wave operations on satellite maps, defining waypoints, no-fly zones, engagement areas, and ROE configurations.

Command · Mission
05
🔗
Multi-Agent Coordination

Test leader-follower dynamics, collision avoidance algorithms, and formation transitions with up to 64 simultaneous autonomous agents.

Swarm · Autonomy
06
🛡️
Counter-UAS Training

Exercise detection, tracking, and neutralization of hostile swarms. Red team / blue team exercises with adversarial AI and quantified after-action reports.

C-UAS · Red Team
By The Numbers

Performance at scale

64
Synchronized Drones
simultaneous units
20Hz
Telemetry Rate
real-time streaming
10K
Replay Frames
per session recorded
6
Formation Systems
V, circle, line, diamond, wing, column
RTF
Sensor Fusion
real-time processing
Request a Demo

See NECM5-18 in action

Fill out the form below to request a live demo. We'll get back to you as soon as possible.

Contact

Get in touch

For questions, collaboration proposals, or access requests, use the channels below.

LinkedIn Profile
Furkan Miraç Yalçın
↗
Send Email
mirfytech@gmail.com
→
Response Time
Within 24–48 hours
For demo requests and partnership inquiries
Direct Email
In-Depth

The Most Advanced Drone Swarm Simulator Available Today

NECM5-18 is the only autonomous drone swarm simulator that combines real-hardware PX4 MAVLink integration with a full AI decision engine, digital twin environment, and military-grade tactical overlays — all in a single platform. Unlike other UAV simulators that rely on scripted scenarios, NECM5-18 uses OpenAI Evolution Strategy to generate emergent swarm behavior that adapts to threats in real time.

The platform's Digital Twin engine simulates GPS denial, EW jamming, sensor degradation, weather effects, and terrain masking — enabling operators to train for real-world degraded environments without leaving the lab. Combined with the 360° radar sweep detection system and live MAVLink telemetry, NECM5-18 delivers an unmatched fidelity training experience.

Whether you are developing counter-UAS (C-UAS) systems, researching multi-agent coordination algorithms, validating PX4 flight software, or running tactical operator certification programs — NECM5-18 provides the infrastructure, the fidelity, and the analytical depth your mission demands.

Turkce

Dunyada En Kapsamli IHA Suru Simulasyon Platformu

NECM5-18 dron suru simulatoru, gercek PX4 MAVLink donanim entegrasyonunu tam bir yapay zeka karar motoruyla, dijital ikiz cevre simulasyonuyla ve askeri sinif taktik katmanlarla bir araya getiren tek platformdur. Senaryoya bagli diger IHA simulatorlerinin aksine NECM5-18, tehditlere gercek zamanli uyum saglayan olumsalci suru davranisi uretmek icin OpenAI Evrim Stratejisini kullanir.

Platformun Dijital Ikiz motoru; GPS engelini, EW jamming'i, sensor bozulmasini, hava etkilerini ve arazi maskelemeyi simule ederek operatorlerin laboratuvardan cikmadan gercek dunyaya hazirlanmasini saglar. 360 derece radar tarama sistemi ve canli MAVLink telemetrisiyle NECM5-18, essiiz dogrulukta bir egitim deneyimi sunar.

Kars-IHA sistemleri gelistirme, cok ajanli koordinasyon algoritmasi arastirmasi, PX4 ucus yazilimi dogrulama veya taktik operator sertifikasyon programlari yurutme amaclarinizdan hangisi olursa olsun — NECM5-18, misyonunuzun gerektirdigi altyapiyi, dogrulugu ve analitik derinligi saglar.

Why NECM5-18 vs. Other UAV Simulators

Feature NECM5-18 Generic UAV Sim ROS/Gazebo
Real PX4 MAVLink Hardware ✓ Partial ✓
AI Swarm Decision Engine ✓ OpenAI-ES ✗ Manual
GPS Denial + EW Jamming ✓ Full Digital Twin ✗ Plugin only
Satellite Tactical Map ✓ Global Limited ✗
Zero Frontend Dependencies ✓ Vanilla JS Varies Heavy stack
After-Action Replay + Export ✓ 10K frames Basic ROS bags only
FAQ

Frequently Asked Questions

Everything you need to know about NECM5-18 drone swarm simulator

What is NECM5-18?

NECM5-18 is a professional autonomous drone swarm tactical training simulator with real PX4 MAVLink hardware integration, AI-driven swarm control, real-time radar detection, and full combat simulation — built for defense, universities, and research institutions.

Does it support real PX4 hardware?

Yes. NECM5-18 connects to both PX4 SITL and real Pixhawk hardware via MAVLink v1/v2 over UDP (port 14550), TCP, USB serial, and 3DR SiK radio links. Full ARM/DISARM, takeoff, RTL, and flight mode control included.

Who is it designed for?

Defense companies, military training units, universities, research institutions, and Counter-UAS development teams. Role-based access control provides 4 clearance tiers: Admin, Commander, Operator, and Observer.

How does the AI swarm control work?

The OpenAI Evolution Strategy (OpenAI-ES) algorithm optimizes swarm movement in real time. Formation management, attack vectors, evasion AI, and defense postures are all computed dynamically with a population of 128 agents per generation.

How many drones can be simulated?

Up to 64 simultaneous drone units. NECM5-18 includes 12 formation presets (V-shape, circle, line, diamond, wing, column) and records up to 10,000 frames for full session replay and after-action reporting.

What map layers are supported?

Real-world satellite, Bing satellite, hybrid, dark, OSM, and topographic map layers — all switchable live. Supports 300×300 km operation areas with real geographic coordinates, no-fly zones, and tactical overlays.

Drone Swarm Simulator PX4 MAVLink Autonomous Drone Training UAV Simulation Tactical Training Simulator AI Drone Control Swarm Intelligence Counter-UAS Training Defense Simulator Military Drone Simulator OpenAI Evolution Strategy Radar Detection System Hardware-in-the-Loop NECM5-18