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Intelligent energy efficient localization using variable range beacons in industrial wireless sensor networks

机译:在工业无线传感器网络中使用可变范围信标进行智能节能定位

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摘要

In many applications of industrial wireless sensor networks, sensor nodes need to determine their own geographic position coordinates so that the collected data can be ascribed to the location from where it was gathered. We propose a novel intelligent localization algorithm which uses variable range beacon signals generated by varying the transmission power of beacon nodes. The algorithm does not use any additional hardware resources for ranging and estimates position using only radio connectivity by passively listening to the beacon signals. The algorithm is distributed, so each sensor node determines its own position and communication overhead is avoided. As the beacon nodes do not always transmit at maximum power and no transmission power is used by unknown sensor nodes for localization, the proposed algorithm is energy efficient. It also provides control over localization granularity. Simulation results show that the algorithm provides good accuracy under varying radio conditions.
机译:在工业无线传感器网络的许多应用中,传感器节点需要确定其自己的地理位置坐标,以便可以将收集的数据归因于收集数据的位置。我们提出了一种新颖的智能定位算法,该算法使用通过改变信标节点的传输功率而生成的可变范围信标信号。该算法不使用任何其他硬件资源进行测距,并且仅通过无线电连接通过被动地监听信标信号来估计位置。该算法是分布式的,因此每个传感器节点都可以确定自己的位置,从而避免了通信开销。由于信标节点并不总是以最大功率传输,并且未知传感器节点不使用任何传输功率进行定位,因此该算法具有较高的能源效率。它还提供对本地化粒度的控制。仿真结果表明,该算法在变化的无线电条件下具有良好的精度。

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