一种基于权重的分布式TDMA时延优化算法

Mohamed Sofiane Batta, Z. Aliouat, S. Harous
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引用次数: 8

摘要

物联网(Internet of Things, IoT)和无线传感器网络(Wireless Sensor network, WSNs)以其迅速而有前景的发展受到了学术界的关注。据预测,在不久的将来,这些范式将在我们的日常生活中发挥主导作用。在这些网络中,有限的资源和有限的通信通道数量带来了新的挑战,特别是在碰撞和接入冲突中。为了给这些问题带来适当的解决方案,在文献中,一些作品集中在集中和分布式方法上。传统的分布式协议假设MAC层和路由层独立工作。此外,动态拓扑结构和故障中心点限制了集中式技术的发展。本文提出了一种基于权重的分布式TDMA-MAC调度算法(WB-DTSA)。该方案利用路由信息来改善通信延迟和调度长度。仿真结果表明,与同类分布式信道分配方法相比,该方法具有更好的性能。延迟提高了47%,计划长度减少了23%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Distributed Weight-Based TDMA Scheduling Algorithm for Latency Improvement in IoT
The Internet of Things (IoT) and the Wireless Sensor Networks (WSNs) attract attention of the research communities due to their rapid and promising development. These paradigms have been predicted to play a leading role in our daily life in the near future. The limited resources and the restricted number of communication channels in these networks create new challenges especially in collision and access conflicts. To bring appropriate solutions for these problems, several works, in the literature, focus on centralized and distributed approaches. Traditional distributed protocols assume that the MAC and Routing layers act independently. Moreover, the dynamic topology and the central point of failure restrict the development of centralized techniques. In this paper, we present a distributed weight-based TDMA-MAC scheduling algorithm (WB-DTSA). The proposed solution takes advantage of routing information to improve the communication latency and the schedule length. Simulation results show better performance, in comparison to similar distributed channel assignment approaches. The latency is improved by 47% and the schedule length is reduced by 23%.
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