An adaptive wireless resource allocation scheme with QoS guaranteed in smart grid

Zhu Ruiyi, Tan Xiaobin, Yang Jian, Chen Shi, W. Haifeng, Yu Kai, Bu Zhiyong
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引用次数: 4

Abstract

Data transmission via wireless communication is crucial for smart grid. Wireless resource allocation is applied to provide different levels of Quality-of-Service (QoS) in wireless communication systems. In this paper, we propose an Adaptive Wireless Resource Allocation (AWRA) scheme with Quality of Service (QoS) guarantee, which includes channel allocation and time scheduling. According to QoS requirements, packets are assigned one of three different priorities, so that AWRA performs flexible and efficient channel allocation based on packets' priorities, thus satisfying a specific QoS requirement. Given transmission power and Packet Loss Rate (PLR), a mathematical optimization framework is formulated for maximizing the total capacity. Using the channels' quality indicated by Signal Noise Ratio (SNR) of a node, the proposed scheme allocates the channels to the predefined packet types. An adaptive-scheduling scheme based on the Residual Life Time (RLT) of packets is further introduced, where the value of RLT determined by the threshold of packet's tolerable waiting time is updated after each transmission. The proposed method aims to ensure the packets' QoS requirements by transmitting the packets with high priority on the high-quality channels. Simulation results show that the proposed algorithm may considerably reduce the data drop rate and satisfies the packets' QoS requirements of smart grid.
一种智能电网中保证QoS的自适应无线资源分配方案
通过无线通信传输数据对智能电网至关重要。在无线通信系统中,无线资源分配用于提供不同级别的服务质量(QoS)。本文提出了一种具有服务质量保证的自适应无线资源分配(AWRA)方案,该方案包括信道分配和时间调度。根据对QoS的要求,为报文分配三种不同优先级中的一种,使AWRA能够根据报文的优先级灵活高效地进行信道分配,从而满足特定的QoS要求。在给定传输功率和丢包率(PLR)的情况下,建立了总容量最大化的数学优化框架。该方案利用节点的信噪比(SNR)表示的信道质量,将信道分配给预定义的数据包类型。进一步介绍了一种基于数据包剩余生存时间(RLT)的自适应调度方案,该方案在每次传输后更新由数据包可容忍等待时间阈值决定的RLT值。该方法旨在通过在高质量信道上传输高优先级的数据包来保证数据包的QoS要求。仿真结果表明,该算法可以显著降低数据丢包率,满足智能电网对数据包的QoS要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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