Service migration is one of the key topic of Internet of Vehicles (IoV). MEC (Mobile Edge Computing), which is carried on road side unit (RSU), could serve as service provider, and provide V2I (vehicle to infrastructure) cooperation service. To solve the high migration rate causing by vehicle's high mobility feature, MSCN (Mobile Secondary Computing Node) framework is defined. To study service migration feature under MSCN framework further, in this paper, road vehicle's motion features, e.g, driving intention and regional traffic condition, are introduced to construct Markov decision model, which are used to explain service migration decision procedure. Corresponding cost functions are defined, while optimal object is given. A two-way road scenario is selected as typical scenario. NS3 platform is employed to fulfill simulation process. Simulation results show that proposed service migration strategy perform well, and intensively to vehicle density change.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Driving Intention Based MDP Service Migration Strategy under MSCN Architecture


    Contributors:
    Han, Qingwen (author) / Ling, Kaiwen (author) / Ye, Lei (author) / Yan, Yufei (author) / Zeng, Lingqiu (author) / Qi, Lingfeng (author)


    Publication date :

    2022-10-08


    Size :

    313377 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Research on service migration and typical applications under MSCN framework

    Han, Qingwen / Lin, Li / Zeng, Lingqiu et al. | IEEE | 2021


    An Intention-aware and Online Driving Style Estimation Based Personalized Autonomous Driving Strategy

    Sun, Bohua / Deng, Weiwen / Wu, Jian et al. | Springer Verlag | 2020


    Driving intention recognition

    GLÄSER STEFAN / ENGEL MONIQUE | European Patent Office | 2024

    Free access

    Driving Intention Recognition

    GLÄSER STEFAN / ENGEL MONIQUE | European Patent Office | 2022

    Free access

    Study on Shift Strategy for Dual Clutch Transmission Based on Driving Intention*

    Hao, Hong-Tao / Han, Tao / Han, Shuai-Shuai | IEEE | 2021