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Experimental evaluation of reducing ranging-error based on receive signal strength indication in wireless sensor networks

机译:基于无线传感器网络中接收信号强度指示的减少测距误差的实验评估

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摘要

Node localisation technology is one of the most important technologies in wireless sensor networks. Receive signal strength indication (RSSI) technology is adopted to measure the distance between the sensor nodes in this paper, with comprehensive consideration of practicability, power consumption, cost and hardware. Reducing ranging-error has been the key to location technology based on RSSI. Considering the random and systematic error of ranging, three schemes to reduce the ranging-error are presented: outlier RSSI values processing, online modelling and error compensation. Through a large number of experiments under different conditions, it is demonstrated that the proposed three methods have better ranging performances, compared with the typical processing.
机译:节点定位技术是无线传感器网络中最重要的技术之一。本文采用接收信号强度指示(RSSI)技术来测量传感器节点之间的距离,并综合考虑了实用性,功耗,成本和硬件。减小测距误差一直是基于RSSI的定位技术的关键。考虑到测距的随机误差和系统误差,提出了三种减小测距误差的方案:离群RSSI值处理,在线建模和误差补偿。通过在不同条件下的大量实验,证明了所提出的三种方法与典型处理相比具有更好的测距性能。

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