在物联网中,混合集群能效路由和基于PUF的身份验证使智能农业系统能够实现智能农业系统
Senthil Kumar Chandrasekaran1, Vijay Anand Rajasekaran2
1Department of Information Technology, School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology, Vellore, India.
Scientific reports
|July 9, 2025
概括
本研究介绍了智能农业物联网系统的混合方法,提高能源效率和安全性. 这种新的方法提高了网络寿命,并为智能农业提供了强大的低计算身份验证.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 农业技术 农业技术
背景情况:
- 智能农业中的资源有限的传感器网络面临能源效率和安全方面的挑战.
- 现有的解决方案通常需要重型加密计算,不适合物联网设备.
- 确保可靠的数据处理和网络寿命对于大规模部署至关重要.
研究的目的:
- 提出基于模拟的方法,以提高基于物联网的智能农业的能源效率和安全性.
- 引入一种新的架构,将节能路由协议与轻量级认证机制相结合.
- 分析多项式近似对于安全信号处理的有效性.
主要方法:
- 开发和模拟一个混合集群节能路由 (BCEER) 协议.
- 物理非克隆功能 (PUF) 的集成,用于硬件级认证.
- 对信号处理中的符号函数近似的多项式近似技术的分析.
主要成果:
- 该BCEER协议优化集群头选择,最大限度地减少通信开销和延长网络寿命.
- 基于PUF的身份验证提供了安全的身份验证,并减少了计算需求.
- 多项式近似证明了信号处理的近似度增加的准确性提高.
结论:
- 混合方法有效地提高了智能农业物联网系统中的能源分配和安全性.
- 拟议的系统提供了计算效率高的信号处理,适用于资源有限的环境.
- 这种解决方案非常适合在智能农业网络中高效,安全的大规模部署.
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