HPS: A Hybrid Proactive Scheduler with adaptive channel selection for industrial 6TiSCH networks

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Ad Hoc Networks Pub Date : 2024-04-26 DOI:10.1016/j.adhoc.2024.103527
Abdeldjalil Tabouche, Badis Djamaa, Mustapha Reda Senouci
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Abstract

The Industrial Internet of Things (IIoT) plays a vital role in Industry 4.0, thanks to advanced wireless protocols like IEEE 802.15.4 Time-Slotted Channel Hopping (TSCH) and their incorporation in the IPv6 stack via 6TiSCH. These protocols rely on carefully constructed schedules generated by a Scheduling Function (SF). The Minimal Scheduling Function (MSF) serves as the standard SF established by the 6TiSCH WG, prescribing the management and adaptation of the communication schedule based on traffic patterns. However, MSF has a notable drawback in adapting to traffic variability and burstiness and fails to account for link quality when updating TSCH cells. To address these limitations, this paper introduces the Hybrid Proactive Scheduler with Adaptive Channel Selection (HPS). HPS calculates cell requirements by considering resource utilization, ETX (Expected Transmission Count), and buffer allocation. It incorporates a fast response mechanism for burst traffic, implemented through an autonomous scheduling mechanism. Additionally, HPS utilizes a whitelisting mechanism to select optimal communication channels. The proposed scheme is implemented in Contiki-ng and evaluated in both simulated environments and real-world testbed. Obtained results demonstrate the potential of HPS to significantly enhance reliability and reduce delays compared to state-of-the-art SFs. Specifically, HPS consistently demonstrates reliability levels surpassing 90% across diverse scenarios accompanied with a noticeable gain in latency and power consumption of approximately 70% and 25%, respectively. These findings highlight the effectiveness of HPS in improving network performance and addressing the limitations of existing SFs.

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HPS:针对工业 6TiSCH 网络的具有自适应信道选择功能的混合主动调度程序
工业物联网(IIoT)在工业 4.0 中发挥着至关重要的作用,这要归功于 IEEE 802.15.4 时隙信道跳频(TSCH)等先进的无线协议,以及通过 6TiSCH 将其纳入 IPv6 协议栈。这些协议依赖于由调度功能(SF)生成的精心构建的调度。最小调度功能(MSF)是 6TiSCH 工作组制定的标准 SF,规定了基于流量模式的通信调度管理和调整。然而,MSF 在适应流量变化和突发方面存在明显缺陷,并且在更新 TSCH 小区时未能考虑链路质量。为了解决这些局限性,本文引入了具有自适应信道选择功能的混合主动调度器(HPS)。HPS 通过考虑资源利用率、ETX(预期传输数)和缓冲区分配来计算小区需求。它通过自主调度机制为突发流量提供快速响应机制。此外,HPS 还利用白名单机制来选择最佳通信信道。提议的方案在 Contiki-ng 中实施,并在模拟环境和实际测试平台中进行了评估。结果表明,与最先进的 SF 相比,HPS 具有显著提高可靠性和减少延迟的潜力。具体来说,HPS 在不同场景下的可靠性水平始终超过 90%,同时延迟和功耗分别明显减少了约 70% 和 25%。这些发现凸显了 HPS 在提高网络性能和解决现有 SF 的局限性方面的有效性。
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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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