An Evolutionary Game Approach to Safety-Aware Speed Recommendation in Fog/Cloud-Based Intelligent Transportation Systems

Asadi, Mehrdad; Mahini, Hamidreza; Rahmani, Amir Masoud

doi:10.1109/tits.2021.3069850

Cited by 11 publications

(2 citation statements)

References 33 publications

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“…To conclude the existing research, game theory also can play an important in providing speed recommendations. Authors in [32] solved the challenge by modeling the problem as a game that the drivers are the players, and the speed of the vehicle is their strategy. Through evolutionary dynamics, drivers receive recommended speed at specified time intervals.…”

Section: Literature Reviewmentioning

confidence: 99%

A Long-Distance Smart Driving Service Based on Floating Car Data and Open Data

et al. 2022

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The purpose of this manuscript is to present the Smart Driving Service (SDS), a customized mobile application and a complex microservices framework that is intended for not only professional drivers but also for novel people that need help during the driving time in their long-distance journeys. The European regulation about driving times, breaks and rest periods for drivers engaged in the carriage of freight is implemented into the system. Additionally, it is necessary to have a feedback report to detect the behavior of the drivers and what to do differently to drive better. This issue is addressed by implementing a Route Performance Index (RPI) to measure the drivers' compliances. The proposed service has been running in a production stage for 6 months with a reduction of the consumption of 2 liters/100km. Having into account that the company runs more than 100M km per year, the savings in fuel is very relevant apart from the environment impact reduction.

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Section: Literature Reviewmentioning

confidence: 99%

A Long-Distance Smart Driving Service Based on Floating Car Data and Open Data

et al. 2022

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“…This classification is adopted since the majority of studies in the field look at the challenges from these both sides. In fact, some works such as [5][6][7] focus on the physical aspects of fog systems using architectures, graphical modelling, and a formal one. Others focused on the behavioural study of fog systems, such as [8], with algorithms.…”

Section: Introductionmentioning

confidence: 99%

A Strategy-Based Formal Approach for Fog Systems Analysis

Marir

Belala²,

Hameurlain

2022

Future Internet

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Fog systems are a new emergent technology having a wide range of architectures and pronounced needs making their design complex. Consequently, the design of fog systems is crucial, including service portability and interoperability between the various elements of a system being the most essential aspects of fog computing. This article presents a fog system cross-layer architecture as a first step of such a design to provide a graphical and conceptual description. Then, a BiAgents* (Bigraphical Agents) formal model is defined to provide a rigorous description of physical, virtual, and behavioural aspects of Fog systems. Besides, this formalisation is implemented and executed under a Maude strategy system. The proposed approach is illustrated through a case study: an airport terminal Luggage Inspection System (LIS) while checking the correctness of its relevant properties: the portability of data and their interoperability. The integration of the Maude strategies in the rewriting of Fog system states made it possible to guide the execution of the model and its analysis.

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