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Performance Analysis of an Improved Graded Precision Localization Algorithm for Wireless Sensor Networks

机译:一种改进的分级精度定位性能分析   无线传感器网络算法

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摘要

In this paper an improved version of the graded precision localizationalgorithm GRADELOC, called IGRADELOC is proposed. The performance of GRADELOCis dependent on the regions formed by the overlapping radio ranges of the nodesof the underlying sensor network. A different region pattern couldsignificantly alter the nature and precision of localization. In IGRADELOC, twoimprovements are suggested. Firstly, modifications are proposed in the radiorange of the fixed-grid nodes, keeping in mind the actual radio range ofcommonly available nodes, to allow for routing through them. Routing is notaddressed by GRADELOC, but is of prime importance to the deployment of anyadhoc network, especially sensor networks. A theoretical model expressing theradio range in terms of the cell dimensions of the grid infrastructure isproposed, to help in carrying out a deployment plan which achieves thedesirable precision of coarse-grained localization. Secondly, in GRADELOC it isobserved that fine-grained localization does not achieve significantperformance benefits over coarse-grained localization. In IGRADELOC, thisfactor is addressed with the introduction of a parameter that could be used toimprove and fine-tune the precision of fine-grained localization.
机译:本文提出了一种改进的分级精度定位算法GRADELOC,称为IGRADELOC。 GRADELOC的性能取决于基础传感器网络节点的重叠无线电范围所形成的区域。不同的区域模式可能会显着改变定位的性质和精度。在IGRADELOC中,提出了两项​​改进。首先,考虑到常用节点的实际无线电范围,提出了对固定网格节点的无线电范围的修改,以允许通过它们进行路由。 GRADELOC并未解决路由问题,但路由对于任何即席网络(尤其是传感器网络)的部署至关重要。提出了一种以网格基础设施的单元格尺寸表示辐射范围的理论模型,以帮助执行部署计划,以实现所需的粗粒度定位精度。其次,在GRADELOC中观察到,与粗粒度定位相比,细粒度定位没有显着的性能优势。在IGRADELOC中,通过引入可用于改善和微调细粒度定位精度的参数来解决此问题。

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    Sarangi, Sanat; Kar, Subrat;

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  • 年度 2010
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