海上LoRaWAN的自适应天线:对性能,能源效率和环境弹性进行系统审查
Martine Lyimo1, Bonny Mgawe1, Judith Leo1
1School of Computational and Communication Science and Engineering (CoCSE), The Nelson Mandela African Institution of Science and Technology (NM-AIST), Arusha 2331, Tanzania.
Sensors (Basel, Switzerland)
|October 16, 2025
概括
适应天线可以提高海上物联网 (IoT) 设备的远程广域网 (LoRaWAN) 性能,提高海上信号可靠性. 为了协议整合和大规模的海上试验,需要进一步的研究.
科学领域:
- 海上通讯海上通讯
- 无线网络无线网络.
- 天线技术天线技术
背景情况:
- 远程广域网 (LoRaWAN) 提供低成本,远程,节能的海上通信.
- 海上性能限制包括海上物联网 (IoT) 设备的色,干扰和严格的能量限制.
研究的目的:
- 系统地审查用于海洋环境中的LoRaWAN的自适应天线解决方案.
- 分析不同类型的自适应天线的有效性,并确定研究缺口.
主要方法:
- 按照PRISMA 2020指南对23项同行评审研究 (2019-2025) 的系统审查.
- 适应天线的分类,分为开关光束,阶段阵列,可重新配置和支持AI/ML的类型.
- 专注于海洋传播,环境弹性和能源消耗.
主要成果:
- 适应天线在具有挑战性的海上条件下显著提高了增益,光束敏捷性和信号可靠性.
- 交换束天线 (45%) 和相位阵列 (30%) 在文献中很普遍.
- 观察到对信号噪声比 (SNR),数据包传输和覆盖范围的积极影响.
结论:
- 适应性天线显示出增强海上LoRaWAN物联网网络的前景.
- 在协议集成,用于受约束设备的轻量级人工智能和大规模海上试验方面存在差距.
- 可重新配置的智能表面 (RIS) 为海上物联网可扩展性和效率提供了未来的机会.
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