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Communication Architecture in Mixed-Reality Simulations of Unmanned Systems.
Martin Selecký1, Jan Faigl2, Milan Rollo3
1Faculty of Electrical Engineering, Czech Technical University in Prague, Technická 2, 166 27 Prague, Czech Republic. selecmar@fel.cvut.cz.
Designing a communication subsystem for mixed-reality simulations is crucial for verifying multi-vehicle systems. This research proposes an architecture that enables realistic testing of vehicular networks, ensuring reliable communication for complex deployments.
Area of Science:
- Engineering
- Computer Science
- Robotics
Background:
- Verification of multi-vehicle systems in high-fidelity scenarios is essential before deployment in applications like remote sensing and mobile sensor networks.
- Mixed-reality simulations, integrating virtual and physical entities, offer a beneficial environment for developing, testing, and verifying complex systems.
Purpose of the Study:
- To address the challenges in designing a communication subsystem for realistic mixed-reality simulations of multi-vehicle systems.
- To specify requirements for such a subsystem, including addressing, routing, visibility modeling, and message management.
Main Methods:
- Proposed a novel communication subsystem architecture designed to handle simultaneous virtual and physical message transmissions.
- Developed solutions for challenges arising from mixed-reality message transmissions.
- Utilized real vehicle trajectories to create implicit mobility models within the simulator.
Main Results:
- The proposed architecture functions as a high-fidelity network simulator for vehicular systems.
- Experimental results demonstrate that the communication characteristics of the mixed-reality setup closely match those of a fully deployed hardware setup.
- The architecture has been successfully applied in multi-unmanned aerial vehicle (UAV) system development projects.
Conclusions:
- The developed mixed-reality communication subsystem architecture is viable and advantageous for simulating and verifying multi-vehicle systems.
- This approach provides a realistic and efficient method for testing complex vehicular communication networks.
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