RIS辅助网络中URLLC用户基于MAB的网络选择机制

Souvik Deb, S. K. Ghosh, Sasthi C. Ghosh
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引用次数: 0

摘要

本文提出了一种可重构智能曲面(RIS)辅助网络的网络选择机制。该机制的目标是选择合适的基站(BS)或BS- ris对,以最大限度地提高用户吞吐量,同时满足uRLLC用户的延迟和可靠性约束。首先,将RIS辅助网络的网络选择机制表述为多臂强盗(MAB)问题;在此基础上,提出了网络选择策略。最后,通过广泛的系统级仿真,表明该方案在可靠性和用户吞吐量方面优于现有的A3切换方案。
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MAB based Network Selection mechanism for URLLC users in RIS assisted network
In this work, a network selection mechanism for re-configurable intelligent surface (RIS) assisted network has been proposed. The goal of the proposed mechanism is to select appropriate base station (BS) or BS-RIS pair to maximize user throughput while satisfying the delay and reliability constraints of uRLLC users. First, the network selection mechanism for RIS assisted network has been formulated as multi arm bandit (MAB) problem; Then, based on the formulation, a network selection strategy has been proposed. Finally, through extensive system level simulations, it has been shown that the proposed scheme outperforms the existing A3 handover scheme in terms of reliability and user throughput.
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