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Literature Review Toward Decentralized Railway Traffic Management | IEEE Journals & Magazine | IEEE Xplore

Literature Review Toward Decentralized Railway Traffic Management


Abstract:

This paper analyzes the literature to identify ideas which may be applied to decentralized realtime railway traffic management. This system represents a new way for deali...Show More

Abstract:

This paper analyzes the literature to identify ideas which may be applied to decentralized realtime railway traffic management. This system represents a new way for dealing with railway traffic perturbations in absence of a central decision maker. Specifically, we are interested in identifying techniques that may constitute suitable automatic mechanisms for the emergence of an effective system behavior. In this literature review, we discuss the possibility of exploiting the existing research works on other transport modes. The analysis of these works makes it clear that real-time railway traffic management is very peculiar. Hence, we consider different approaches: hierarchical self-organization, task allocation, reinforcement learning, consensus, auction and coopetition techniques. Some promising possibilities emerge, which we analyze proposing ideas for modeling decentralized real-time railway traffic management.
Published in: IEEE Intelligent Transportation Systems Magazine ( Volume: 13, Issue: 3, Fall 2021)
Page(s): 234 - 252
Date of Publication: 20 March 2020

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