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RSSI-based Rings Overlap Localization Algorithm in Wireless SensorNetwork

机译:无线传感器网络中基于RSSI的环重叠定位算法

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This paper proposes a RSSI-based rings overlap localization algorithm of Environment Adaption(RROLA/EA)for large-scale wireless sensor network (WSN). Localization technology is one of the key technologies in most applicationsof wireless sensor network. Localization technology is composed of two phases: ranging phase and localizationphase. RSSI-based ranging method is adopted in the ranging phase and rings overlap method is adopted in the localizationphase. Firstly, through binary linear regression the parameters of signal attenuation are calibrated for a certain environment.Then, through differential error estimate method the inner radius and outer radius of rings are got respectivelyaround beacon nodes and blind node. At last, the centroid of the rings overlapping region is taken as the location of blindnode. Theoretical analyses and simulation results under different scenarios prove the correctness and validity of the localizationalgorithm.
机译:针对大规模无线传感器网络(WSN),提出了一种基于RSSI的环境适应环重叠定位算法(RROLA / EA)。定位技术是无线传感器网络大多数应用中的关键技术之一。定位技术由两个阶段组成:测距阶段和定位阶段。在测距阶段采用基于RSSI的测距方法,在定位阶段采用环重叠法。首先通过二元线性回归对特定环境下的信号衰减参数进行校正,然后通过微分误差估计法分别获得信标节点和盲节点周围的环的内半径和外半径。最后,将环重叠区域的质心作为盲节点的位置。在不同场景下的理论分析和仿真结果证明了定位算法的正确性和有效性。

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