Junchao Zhang, Zhaolong Wei, Jialiang Sun, Miaojie Guo, Xuan Huang, Xiaojiang Chen, Dingyi Fang, Yao Peng
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引用次数: 1
Abstract
Plant sensing plays an important role in today's smart agriculture and intelligent forestry. However, existing plant sensing work based on wireless IoT mostly focuses on the environment that plants live like soil moisture and temperature of a greenhouse or a farm. The information about the surrounding environment does not reflect the physical condition of the plant itself. Taking ambient RF signal and commodity RFID tag as the fundamental sensing platform, we explore the Plant-Keeper, a real-time monitor system, which traces the physical state and biological activities of plants by perceiving Ion transmission in plants, like water content and the reaction of plants to an external stimulus such as Cut, Salt, Chilling, and Drought Stresses. We make the following technical contributions to achieve this goal. First, a theoretical model to verify that sensing the Ion transmission like Ca2+ channel and K+ channel by the low-power wireless backscatter technique are feasible; Second, a hardware-based non-invasive sensing system that can obtain the physical changes in plants by using the impedance-related RSS (Received Signal Strength); Third, a low-power low-cost implementation that based on a commercial RFID tag with the hardware structure we have proposed. Experimental results demonstrate that our system can monitor the ion channel changes of the whole plant systematically, and improve the detection accuracy to the millisecond level. The detection speed is 103 times that of the traditional patch-clamp technique, and the latter is not available for whole system inspection of plants in vivo.
植物传感在当今的智慧农业和智慧林业中发挥着重要作用。然而,现有的基于无线物联网的植物传感工作主要集中在植物生存的环境,如温室或农场的土壤湿度和温度。周围环境的信息并不能反映植物本身的物理状况。以环境射频信号和商品RFID标签为基础的传感平台,我们探索了Plant-Keeper,这是一个实时监测系统,通过感知植物体内的离子传输,如水分含量和植物对外界刺激(如切割、盐、寒冷和干旱胁迫)的反应,来追踪植物的物理状态和生物活动。为了实现这一目标,我们做出了以下技术贡献。首先,建立了一个理论模型,验证了利用低功耗无线后向散射技术检测Ca2+通道和K+通道等离子传输的可行性;二是基于硬件的非侵入式传感系统,利用与阻抗相关的RSS (Received Signal Strength,接收信号强度)获取植物的物理变化;第三,基于我们所提出的硬件结构的商用RFID标签的低功耗低成本实现。实验结果表明,该系统可以系统地监测整个植物的离子通道变化,并将检测精度提高到毫秒级。检测速度是传统膜片钳技术的103倍,传统膜片钳技术无法对植物在体进行全系统检测。