面向精准农业的高能效、安全和频谱感知型超低功耗物联网系统基础设施

Ankit Mittal;Ziyue Xu;Aatmesh Shrivastava
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引用次数: 0

摘要

本文介绍了一种稳健、高能效和频谱感知的基础设施,以支持部署在精准农业中的物联网(IoT)系统,旨在将功耗降低到仅使用采集能源就能持续运行的可行水平。我们提出了一种基于系统建模的方法来确定关键优化,随后将其转化为更可行的超低功耗(ULP)物联网系统实施。超低功耗基础设施组件(包括超低功耗接收信号强度检测器和唤醒无线电)采用 65 纳米 CMOS 技术实现,其测量结果表明功耗仅为几纳瓦。此外,我们还针对物联网网络中的能量消耗攻击提出了一种基于能量检测的轻量级对策。我们还提出了物联网传感器节点在日益拥挤的设备网络中共存的策略,同时伺机增强其能源系统,以实现自供电的物联网运行。最后,我们对部署用于传感和监测的物联网传感器的功耗进行了详细分析,评估了不同能源系统的可行性,如基于电池和能量收集的解决方案。
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Energy-Efficient, Secure, and Spectrum-Aware Ultra-Low Power Internet-of-Things System Infrastructure for Precision Agriculture
This article presents a robust, energy-efficient, and spectrum-aware infrastructure to support the Internet-of-Things (IoT) system deployed in precision agriculture, aiming to reduce power consumption to a level feasible for sustained operation using harvested energy alone. We present a system modeling-based approach to identify key optimizations, which are subsequently translated into a more feasible ultra-low power (ULP) IoT system implementation. Measurement results for ULP infrastructure components, including a ULP received signal strength detector and wake-up radio, implemented in a 65-nm CMOS technology, demonstrate power consumption in the range of a few nano-watts. In addition, we propose a lightweight energy-detection-based countermeasure against energy depletion attacks within IoT networks. We also suggest strategies for IoT sensor nodes to coexist within increasingly congested device networks while opportunistically enhancing their energy systems to potentially achieve self-powered IoT operation. Finally, we conduct a detailed analysis of power consumption in an IoT sensor deployed for sensing and monitoring, evaluating the feasibility of different energy systems, such as battery-based and energy harvesting solutions.
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2024 Index IEEE Transactions on AgriFood Electronics Vol. 2 Table of Contents Front Cover IEEE Circuits and Systems Society Information IEEE Circuits and Systems Society Information
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