物联网模拟器的进步和挑战:全面审查
Reham Almutairi1,2, Giacomo Bergami1, Graham Morgan1
1Faculty of Science, Agriculture and Engineering, School of Computing, Newcastle University, Newcastle upon Tyne NE4 5TG, UK.
Sensors (Basel, Switzerland)
|March 13, 2024
概括
本研究审查了物联网 (IoT) 模拟器,确定模拟各种场景,安全,可再生能源和车辆网络中的差距. 对于复杂的物联网开发,需要更通用的模拟工具.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 网络工程 网络工程
背景情况:
- 物联网 (IoT) 通过相互连接的设备连接物理和数字世界.
- 无线技术,计算和移动设备的进步加速了物联网整合.
- 现有的物联网模拟器评论往往缺乏全面性,缺少关键的开发指标.
研究的目的:
- 进行现有和新兴物联网模拟器的深入审查.
- 专注于模拟器功能,现实世界的应用,挑战和未来的趋势.
- 解决物联网模拟研究中发现的差距.
主要方法:
- 对当前物联网模拟文献进行系统分析.
- 对复杂的大规模物联网场景的模拟器能力的评估.
- 确定有关设备移动性,能源模型,SDN,可扩展性,安全性,可再生能源和VANET集成的研究缺口.
主要成果:
- 缺乏通用的,多功能物联网模拟器,能够处理跨领域的各种场景.
- 在模拟特定的安全威胁 (如电池耗尽攻击) 中存在重大差距.
- 可再生能源的代表性不足,与车辆特设网络 (VANET) 模拟的集成不足.
结论:
- 需要先进的,适应性的物联网模拟工具.
- 未来的模拟器必须支持更广泛的物联网应用程序和开发要求.
- 解决发现的差距将加强强大的物联网系统的开发和部署.
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