Context Aware Wireless Sensor Network Suitable for Precision Agriculture

Nour Brinis, L. Saidane
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引用次数: 20

Abstract

Using the Wireless Sensor Networks WSNs in a wide variety of applications is currently considered one of the most challenging solutions. For instance, this technology has evolved the agriculture field, with the precision agriculture challenge. In fact, the cost of sensors and communication infrastructure continuously trend down as long as the technological advances. So, more growers dare to implement WSN for their crops. This technology has drawn substantial interests by improving agriculture productivity. The idea consists of deploying a number of sensors in a given agricultural parcel in order to monitor the land and crop conditions. These readings help the farmer to make the right inputs at the right moment. In this paper, we propose a complete solution for gathering different type of data from variable fields of a large agricultural parcel. In fact, with the in-field variability, adopting a unique data gathering solution for all kinds of fields reveals an inconvenient approach. Besides, as a fault-tolerant application, precision agriculture does not require a high precision value of sensed data. So, our approach deals with a context aware data gathering strategy. In other words, depending on a defined context for the monitored field, the data collector will decide the data gathering strategy to follow. We prove that this approach improves considerably the lifetime of the application.
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适用于精准农业的环境感知无线传感器网络
在各种各样的应用中使用无线传感器网络是目前最具挑战性的解决方案之一。例如,这项技术已经发展了农业领域,面临着精准农业的挑战。事实上,随着技术的进步,传感器和通信基础设施的成本也在不断下降。因此,越来越多的种植者敢于为他们的作物实施无线传感器网络。这项技术通过提高农业生产力而引起了极大的兴趣。这个想法包括在一个给定的农业地块上部署许多传感器,以监测土地和作物状况。这些读数帮助农民在正确的时间做出正确的投入。在本文中,我们提出了一个完整的解决方案,以收集不同类型的数据从一个大型农业地块的可变田。事实上,由于油田内部的可变性,对各种油田采用一种独特的数据采集方案是一种不方便的方法。此外,精准农业作为一种容错应用,对传感数据的精度值要求并不高。因此,我们的方法涉及上下文感知数据收集策略。换句话说,根据所监视字段的定义上下文,数据收集器将决定要遵循的数据收集策略。我们证明这种方法大大提高了应用程序的生命周期。
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