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Sensors & Transducers



Vol. 265, Issue 2, May 2024, pp. 56-63
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Software-in-the-loop Simulation of Multi-robot Cooperation Over Wireless Networks25 Using Raytracing-based Propagation Models



* Jan REITZ and Jürgen ROßMANN



RWTH Aachen University, Institute for Man-Machine Interaction, Ahornstr. 55, 52074 Aachen, Germany

Tel.: + 4924180110

* E-mail: reitz@mmi.rwth-aachen.de



Received: 25 March 2024 / Accepted: 2 May 2024 / Published: 30 May 2024





Abstract: This paper introduces an integrated simulation framework designed to advance the research and development of cooperative multi-robot systems. In contrast to the co-simulation approaches dominant in the state of the art, an architecture combining co-modelling and co-simulation approaches is employed. It allows the synergistic combination of physics-based models, wireless network simulations, and virtual machine environments to facilitate comprehensive software-in-the-loop simulation of complex system behaviors. The reference implementation of this architecture is applied to an industrial setting, simulating multiple Autonomous Transport Vehicles (ATVs) in a factory including raytracing-based lidar sensors and path loss models for network simulation of wireless networks.


Keywords: Simulation, Multi-robot systems, Wireless networks, Software-in-the-loop, Autonomous transport vehicles.

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