基于用户整体满意度的物联网资源分配算法

Anqi Zhu, Songtao Guo, Mingfang Ma, Hao Feng, Bei Liu, Xin Su, Qiucen Jiang
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引用次数: 3

摘要

随着物联网技术的不断创新,多网融合已成为物联网的主流。为了保证物联网用户在不同业务中能够正常进行信息交换,如何在多网络中优化网络资源分配是一个关键问题。本文提出了一种基于整体用户满意度的异构物联网资源分配算法。在考虑基于能源效率和传输速率的用户满意度的基础上,通过计算不同接入网中用户的最优带宽,得到一种高效的在线算法。仿真结果表明,与基于传输速率的算法和负载均衡算法相比,所提出的网络资源分配算法能显著提高用户的整体满意度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Resource Allocation Algorithm Based on Overall User Satisfaction of Internet of Things
With the continuous innovation of Internet of Things (IoT) technology, multi-network convergence has become the mainstream of the IoT. In order to ensure that the IoT users can normally perform information exchange in different services, how to optimize network resource allocation in multiple networks is a key issue. In this paper, we propose a resource allocation algorithm for heterogeneous IoT based on overall user satisfaction. On the basis of considering user satisfaction based on energy efficiency and transmission rate, an efficient online algorithm is obtained through calculating the optimal bandwidth of users in different access networks. The simulation results show that comparing to transmission rate based algorithm and load-balancing algorithm, the network resource allocation algorithm proposed can significantly improve the overall user satisfaction.
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