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Developing a New Wireless Sensor Network Platform and Its Application in Precision Agriculture

机译:开发新的无线传感器网络平台及其在精准农业中的应用

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Wireless sensor networks are gaining greater attention from the research community and industrial professionals because these small pieces of “smart dust” offer great advantages due to their small size, low power consumption, easy integration and support for “green” applications. Green applications are considered a hot topic in intelligent environments, ubiquitous and pervasive computing. This work evaluates a new wireless sensor network platform and its application in precision agriculture, including its embedded operating system and its routing algorithm. To validate the technological platform and the embedded operating system, two different routing strategies were compared: hierarchical and flat. Both of these routing algorithms were tested in a small-scale network applied to a watermelon field. However, we strongly believe that this technological platform can be also applied to precision agriculture because it incorporates a modified version of LORA-CBF, a wireless location-based routing algorithm that uses cluster-based flooding. Cluster-based flooding addresses the scalability concerns of wireless sensor networks, while the modified LORA-CBF routing algorithm includes a metric to monitor residual battery energy. Furthermore, results show that the modified version of LORA-CBF functions well with both the flat and hierarchical algorithms, although it functions better with the flat algorithm in a small-scale agricultural network.
机译:无线传感器网络因其体积小,功耗低,易于集成以及对“绿色”应用的支持等优点而受到了研究界和行业专家的广泛关注,因为这些小“智能尘埃”具有很大的优势。在智能环境,无处不在和普适计算中,绿色应用被视为一个热门话题。这项工作评估了一个新的无线传感器网络平台及其在精密农业中的应用,包括其嵌入式操作系统和路由算法。为了验证技术平台和嵌入式操作系统,比较了两种不同的路由策略:分层和扁平。这两种路由算法均在应用于西瓜田的小型网络中进行了测试。但是,我们坚信该技术平台也可以应用于精确农业,因为它结合了LORA-CBF的改进版本,LORA-CBF是一种使用基于集群的泛洪的基于无线位置的路由算法。基于群集的泛洪解决了无线传感器网络的可扩展性问题,而经过改进的LORA-CBF路由算法则包括了一种监控电池剩余电量的指标。此外,结果表明,尽管在小型农业网络中,改进的版本的LORA-CBF在平面算法和分层算法中均能很好地发挥作用,尽管在平面算法中其效果更好。

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