Comparison of Contention-Based vs Timeslotted Channel Hopping Medium Access in Wireless Sensor Networks under Noisy Environment

Yevhenii Shudrenko, K. Kuladinithi, A. Timm‐Giel
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引用次数: 1

Abstract

Tiny sensors with a radio transceiver offer ubiq-uitous connectivity and ease of maintenance for Internet of Things (IoT) applications compared to wired counterparts. Most Wireless Sensor Networks (WSNs) utilize IEEE 802.15.4 standard for communication, which defines physical and Medium Access Control (MAC) layers architecture. Two most promi-nent MAC modes are unslotted Carrier Sense Multiple Access with Collision Avoidance (CSMA/CA) and Timeslotted Channel Hopping (TSCH), which represent a randomized and scheduled solution, respectively. Considering diverse use-case requirements, the choice of a suitable MAC is error-prone. Existing literature only evaluates contention-based TSCH with a simplified physical layer and no external interference, obscuring TSCH strengths and limitations in comparison to CSMA/CA. This work fills the gap in understanding the potential of both MAC modes by comparing their performance using detailed simulations in OMNeT++ with a realistic radio model. A 100-node network with bidirectional communication is evaluated under variable WLAN interference, using the end-to-end delay and packet delivery ratio as performance indicators. Contrary to expectations, CSMA/CA may outperform TSCH depending on the interference pattern. At the expense of latency, TSCH achieves 100% reliability even in a highly congested medium thanks to the channel hopping. Overall, presented insights contribute greatly to the MAC selection process durinz an IoT network planningstage,
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噪声环境下无线传感器网络中基于争用与时隙信道跳频的介质访问比较
与有线设备相比,带有无线电收发器的微型传感器为物联网(IoT)应用提供了无处不在的连接和易于维护的功能。大多数无线传感器网络(wsn)使用IEEE 802.15.4标准进行通信,该标准定义了物理层和介质访问控制(MAC)层架构。两种最有前途的MAC模式是无槽载波感知多址免碰撞(CSMA/CA)和时隙信道跳频(TSCH),它们分别代表随机和调度解决方案。考虑到不同的用例需求,选择合适的MAC很容易出错。现有文献仅评估了基于冲突的TSCH,其物理层简化且无外部干扰,与CSMA/CA相比,模糊了TSCH的优势和局限性。本工作通过在omnet++中使用实际无线电模型进行详细模拟,比较两种MAC模式的性能,填补了理解两种MAC模式潜力的空白。本文以端到端时延和分组发送率为性能指标,对具有双向通信的100节点网络在可变WLAN干扰下的性能进行了评估。与预期相反,CSMA/CA可能优于TSCH,这取决于干扰模式。以牺牲延迟为代价,TSCH即使在高度拥塞的介质中也能实现100%的可靠性,这要归功于信道跳变。总的来说,所提出的见解对物联网网络规划阶段的MAC选择过程有很大贡献。
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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