Trust in Multi-Vehicle Systems Using MDP Control Strategies | IEEE Conference Publication | IEEE Xplore

Trust in Multi-Vehicle Systems Using MDP Control Strategies


Abstract:

This paper proposes a protocol that ensures trust between two vehicles in a multi-vehicle system. Trust is the implicit assessment that another vehicle will follow a pred...Show More

Abstract:

This paper proposes a protocol that ensures trust between two vehicles in a multi-vehicle system. Trust is the implicit assessment that another vehicle will follow a predetermined strategy. The communication is done through a channel and the quantity of information transferred is guaranteed to be small. For privacy, the channel can be encrypted, but the message can only be decoded if the vehicles know the control strategy being followed. The protocol is implemented for a problem of two Unmanned Aerial Vehicles (UAVs) trying to find a target in a maze. The control strategy is implemented using Markov Decision Processes (MDPs). Simulations of the protocol demonstrate that communication is received and decoded by the teammates without explicitly revealing the tactics being used.
Date of Conference: 11-14 October 2020
Date Added to IEEE Xplore: 14 December 2020
ISBN Information:

ISSN Information:

Conference Location: Toronto, ON, Canada

Contact IEEE to Subscribe

References

References is not available for this document.