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DIWSAN: Distributed Intelligent Wireless Sensor and Actuator Network for Heterogeneous Environment

机译:DIWSAN:适用于异构环境的分布式智能无线传感器和执行器网络

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摘要

In a WSAN (Wireless Sensor and Actuator Network), most resources, including sensors and actuators, are designed for certain applications in a dedicated environment. Many researchers have proposed to use of gateways to infer and annotate heterogeneous data; however, such centralized methods produce a bottlenecking network and computation overhead on the gateways that causes longer response time in activity processing, worsening performance. This work proposes two distribution inference mechanisms: regionalized and sequential inference mechanisms to reduce the response time in activity processing. Finally, experimental results for the proposed inference mechanisms are presented, and it shows that our mechanisms outperform the traditional centralized inference mechanism.
机译:在WSAN(无线传感器和执行器网络)中,大多数资源(包括传感器和执行器)都是为专用环境中的某些应用程序设计的。许多研究人员建议使用网关来推断和注释异构数据。但是,这种集中式方法在网关上产生了瓶颈网络和计算开销,从而导致活动处理中的响应时间更长,从而降低了性能。这项工作提出了两种分布推理机制:区域化和顺序推理机制,以减少活动处理中的响应时间。最后,对提出的推理机制进行了实验,结果表明我们的机制优于传统的集中式推理机制。

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