Design of hybrid MAC protocol using modified marine predators optimization algorithm for machine-to-machine communication

IF 5.9 2区工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY

Ain Shams Engineering Journal Pub Date : 2025-09-10 DOI:10.1016/j.asej.2025.103730

I. Gethzi Ahila Poornima , M. Sujitha , K. Vijayalakshmi , M. Ramkumar Raja

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引用次数: 0

Abstract

Future M2M communications will likely have many intriguing uses. But their massive deployment has serious drawbacks. The biggest challenge is making sure the wireless medium and network can support thousands of devices in this communication pattern while elegantly meeting varying quality of service needs. In this setting, medium access control is important. Schedule-related approaches may have inadequate delay assurances and limited scalability, whereas contention-related protocols will be inefficient under heavy loads. Also, tree-related contention resolution approaches have limited latency. Literature has taught hybrids of the above strategies to solve traditional media access difficulties. This work creates a Hybrid MAC Protocol for M2M Communication utilising HMACP-MMPOA. The HMACP-MMPOA method maximises aggregation throughput and reservation ratio by selecting optimum contention and transmission intervals. Transmission, Contention, and Notification periods make up each frame. MMPOA is also derived from regular MPOA by adding spiral searching. The ideal contention-transmission period relationship for many devices is also calculated. The HMACP-MMPOA approach is enhanced by extensive simulation studies. Simulations showed that HMACP-MMPOA outperforms alternative protocols.

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基于改进海洋掠食者优化算法的机器对机器通信混合MAC协议设计

未来的M2M通信可能会有许多有趣的用途。但它们的大规模部署有严重的缺点。最大的挑战是确保无线媒体和网络能够支持这种通信模式中的数千台设备，同时优雅地满足不同质量的服务需求。在这种情况下，介质访问控制很重要。与调度相关的方法可能没有足够的延迟保证和有限的可伸缩性，而与争用相关的协议在高负载下效率低下。此外，与树相关的争用解决方法具有有限的延迟。文学教了上述策略的混合来解决传统媒体的获取困难。这项工作利用HMACP-MMPOA为M2M通信创建了一个混合MAC协议。HMACP-MMPOA方法通过选择最优的争用间隔和传输间隔来最大化聚合吞吐量和保留率。传输、争用和通知周期组成每一帧。在常规MPOA的基础上加入螺旋搜索，得到了MPOA。计算了许多设备的理想争用-传输周期关系。广泛的仿真研究增强了HMACP-MMPOA方法。仿真结果表明，HMACP-MMPOA协议优于其他协议。

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来源期刊

Ain Shams Engineering Journal Engineering-General Engineering

CiteScore

10.80

自引率

13.30%

发文量

441

审稿时长

49 weeks

期刊介绍： in Shams Engineering Journal is an international journal devoted to publication of peer reviewed original high-quality research papers and review papers in both traditional topics and those of emerging science and technology. Areas of both theoretical and fundamental interest as well as those concerning industrial applications, emerging instrumental techniques and those which have some practical application to an aspect of human endeavor, such as the preservation of the environment, health, waste disposal are welcome. The overall focus is on original and rigorous scientific research results which have generic significance. Ain Shams Engineering Journal focuses upon aspects of mechanical engineering, electrical engineering, civil engineering, chemical engineering, petroleum engineering, environmental engineering, architectural and urban planning engineering. Papers in which knowledge from other disciplines is integrated with engineering are especially welcome like nanotechnology, material sciences, and computational methods as well as applied basic sciences: engineering mathematics, physics and chemistry.