Modelling the Level of Trust in a Cooperative Automated Vehicle Control System
Published in IEEE Transactions on Intelligent Transportation Systems (Volume: 19, Issue: 4, April 2018), 2017
Recommended citation: T. Rosenstatter and C. Englund, "Modelling the Level of Trust in a Cooperative Automated Vehicle Control System," in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 4, pp. 1237-1247, April 2018. https://doi.org/10.1109/TITS.2017.2749962
Vehicle-to-vehicle communication is a key technology for achieving increased perception for automated vehicles, where the communication enables virtual sensing by means of sensors in other vehicles. In addition, this technology also allows detection and recognition of objects that are out-of-sight. This paper presents a trust system that allows a cooperative and automated vehicle to make more reliable and safe decisions. The system evaluates the current situation and generates a trust index indicating the level of trust in the environment, the ego vehicle, and the surrounding vehicles. This research goes beyond secure communication and concerns the verification of the received data on a system level. The results show that the proposed method is capable of correctly identifying various traffic situations and how the trust index is used while manoeuvring in a platoon merge scenario.