Multi-Domain Swarm Intelligence & Cross-Platform Orchestration

UnmannedSwarm formalizes heterogeneous swarm robotics across ground (UGV), surface (USV), and aerial (UAV) autonomous vehicles, bio-inspired algorithms, and distributed auction architectures.

UnmannedSwarm Heterogeneous Multi-Domain Stack

Robotics Core: Swarm Core — Multi-Domain Teaming & Auctions

Autonomous Robotics Nodes & SLAM Controllers

Air-Ground Telemetry Bridge
Decentralized Auction Core (CBBA)
Bio-Inspired Flocking Engine
Cross-Platform URDF Graph
Self-Healing Mesh Enclave

Architectural Layers & Navigation Stacks

Layer 1: Perception & SLAM Subsystem (3D LiDAR / RealSense RGB-D / Fast-LIO2 / Cartographer): High-frequency point cloud acquisition, IMU tightly-coupled pre-integration, and sub-centimeter real-time localization in dynamic environments.
Layer 2: Local Navigation & Model Predictive Control (TEB Local Planner / Timed-Elastic Band / Pure Pursuit): Real-time obstacle evasion, non-holonomic kinematic trajectory optimization, and dynamic ISO 3691-4 safety field switching.
Layer 3: Interoperability, Middleware & Fleet Bus (VDA 5050 v2.1 / ROS 2 Jazzy / Eclipse Zenoh / CycloneDDS): Standardized JSON/MQTT order ingestion, zero-copy intra-node IPC, and deterministic low-latency state reporting across multi-vendor fleets.
Layer 4: Swarm Orchestration & Traffic Optimization (Conflict-Based Search (CBS-MAPF) / Dynamic Block Reservation): Centralized or decentralized conflict-free multi-agent path finding, automated opportunity battery charging, and bottleneck mitigation.

Telemetry & Compliance: ±5 mm (Positioning Accuracy) | <8 ms (Fleet Dispatch Latency) | <12 ms (Safety Stop Reaction) | VDA 5050 v2.1 (Open Fleet Standard)

Cross-Domain Air-Ground Teaming & Decentralized Consensus in UnmannedSwarm

Complex operational theaters span ground obstacles, water barriers, and open airspace. UnmannedSwarm develops cohesive multi-domain robotic collectives where aerial scouts guide ground transport and surface vessels through unified decentralized protocols.

Core Engineering Areas

Cross-Domain Air-Ground Swarm Teaming and Mutual Perception — Cooperative perception algorithms where high-altitude micro-drones broadcast top-down obstacle grids directly into ground vehicle path planners.
Bio-Inspired Swarm Intelligence and Pheromone Trails — Stochastic swarm exploration models mimicking ant colony pheromone deposition to locate targets and optimize transport networks without central dispatchers.
Decentralized Auction-Based Task Allocation — Market-based task allocation mechanisms where individual robots bid on missions according to distance, payload capability, and battery state-of-charge.

Technical Publications

Related Cluster Architecture Specifications

AMRAgent — Agentic Autonomous Mobile Robots, Edge Mission Planning & Behavioral Trees
AGVSwarm — Automated Guided Vehicle Swarm Logistics, Block-Zone Dispatch & Traffic Control
AGVSync — VDA 5050 Fleet Protocol, Time-Triggered Dispatch & Multi-Vendor Interoperability
AMRSwarm — Decentralized Swarm Intelligence, Spatial Self-Organization & Consensus Navigation