Heterogeneity-Aware Proactive MAC for Efficient Resource Allocation in WBANs

IF 7.9 2区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY
Yurui Zhang;Xuxun Liu;Anfeng Liu
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Abstract

Efficient Medium Access Control (MAC) protocols are essential for reliable and real-time data transmission in Wireless Body Area Networks (WBANs). However, existing solutions, such as the IEEE 802.15.6 standard and other adaptive TDMA protocols, fail to adequately address the inherent challenges of node heterogeneity and network dynamics, which lead to inefficient resource allocation, unreliable emergency handling, and inflexible Quality-of-Service (QoS) provisioning. In this article, we propose a Heterogeneity-Aware Proactive MAC (HAP-MAC) protocol that introduces a novel three-tier holistic framework for resource allocation. Unlike conventional methods reliant on static priorities or slow centralized adaptations, HAP-MAC enables intelligent and autonomous node-state adaptation based on real-time buffer status, delay constraints, and channel quality. It employs a predictive channel access mechanism for microsecond-scale arbitration and a sophisticated multi-dimensional priority framework that comprehensively evaluates traffic characteristics, data volume, buffer conditions, and time sensitivity, thus ensuring precise QoS differentiation for diverse application requirements. Extensive experimental results demonstrate that HAP-MAC delivers significant performance advantages over state-of-the-art protocols in terms of total throughput, packet delivery rate, average delay, and channel utilization. HAP-MAC exhibits a unique ability to simultaneously address node heterogeneity and network dynamics, making it an ideal solution for mission-critical healthcare monitoring applications.
基于异构感知的wban资源有效分配的主动MAC
高效的介质访问控制(MAC)协议是无线体域网络(wban)中可靠、实时数据传输的关键。然而,现有的解决方案,如IEEE 802.15.6标准和其他自适应TDMA协议,未能充分解决节点异构性和网络动态的固有挑战,从而导致资源分配效率低下、紧急处理不可靠和服务质量(QoS)供应不灵活。在本文中,我们提出了一种异构感知的主动MAC (HAP-MAC)协议,该协议引入了一种新的三层整体资源分配框架。与依赖静态优先级或缓慢集中式自适应的传统方法不同,HAP-MAC支持基于实时缓冲状态、延迟约束和信道质量的智能和自主节点状态自适应。采用微秒级仲裁的预测通道接入机制和综合评估流量特征、数据量、缓冲条件和时间敏感性的复杂多维优先级框架,确保了针对不同应用需求的精准QoS区分。大量的实验结果表明,在总吞吐量、数据包传输速率、平均延迟和信道利用率方面,HAP-MAC比最先进的协议具有显著的性能优势。HAP-MAC展示了同时处理节点异构性和网络动态的独特能力,使其成为关键任务医疗保健监控应用程序的理想解决方案。
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来源期刊
IEEE Transactions on Network Science and Engineering
IEEE Transactions on Network Science and Engineering Engineering-Control and Systems Engineering
CiteScore
12.60
自引率
9.10%
发文量
393
期刊介绍: The proposed journal, called the IEEE Transactions on Network Science and Engineering (TNSE), is committed to timely publishing of peer-reviewed technical articles that deal with the theory and applications of network science and the interconnections among the elements in a system that form a network. In particular, the IEEE Transactions on Network Science and Engineering publishes articles on understanding, prediction, and control of structures and behaviors of networks at the fundamental level. The types of networks covered include physical or engineered networks, information networks, biological networks, semantic networks, economic networks, social networks, and ecological networks. Aimed at discovering common principles that govern network structures, network functionalities and behaviors of networks, the journal seeks articles on understanding, prediction, and control of structures and behaviors of networks. Another trans-disciplinary focus of the IEEE Transactions on Network Science and Engineering is the interactions between and co-evolution of different genres of networks.
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