SYSTEMS ARCHITECTURE FOR SEMANTIC INFORMATION-SHARING IN UNMANNED CONVOYS
2024-01-3749
11/15/2024
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ABSTRACT
Sharing information among vehicles in an unmanned ground vehicle (UGV) convoy allows for improved vehicle performance and reduces the need for each vehicle to be equipped with a full-suite of sensors. Information such as obstacle data, surface properties, and terrain maps are particularly useful for vehicle control and high-level behaviors. This paper describes a system architecture for sharing semantic information among vehicles in a convoy operation. This architecture is demonstrated by sharing terrain information between vehicles in a two-vehicle convoy in both simulation and on actual autonomous vehicles. Update rules fuse information from different sources in a statistical manner and allow for an onboard algorithm to make high-level decisions about the incoming data whether it be from its own sensors or semantic information from other vehicles.
- Pages
- 9
- Citation
- Ferrin, J., and Bybee, T., "SYSTEMS ARCHITECTURE FOR SEMANTIC INFORMATION-SHARING IN UNMANNED CONVOYS," SAE Technical Paper 2024-01-3749, 2024, https://doi.org/10.4271/2024-01-3749.