In this paper, we investigate the uplink power allocation problem in a large scale environment for user devices with multi-homing capabilities. We introduce an analytical model for multi-homing ultra-dense heterogeneous networks, which takes into account spatial randomness and user device diversity. Coupling stochastic geometry analysis and mean-field approximation, we formulate the problem as a mean-field optimal control with two populations. Then, the optimality conditions are derived using Lagrangian dual formulation to obtain the mean-field equilibrium. Finally, by using a finite difference method, we illustrate the optimal transmit power for both uni-homed and dual-homed devices.


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    Titel :

    Dynamic Multi-RAT Access for Ultra Dense 5G and Beyond: A Mean Field Perspective


    Beteiligte:
    Nadif, Sami (Autor:in) / Sabir, Essaid (Autor:in) / Elbiaze, Halima (Autor:in) / Haqiq, Abdelkrim (Autor:in)


    Erscheinungsdatum :

    01.05.2020


    Format / Umfang :

    354381 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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