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湖南大学电气与信息工程学院,湖南,长沙,410082
Published:2011
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ZHAN Jie, LIU Hong-li, LIU Shu-gang, et al. The Study of Dynamic Degree Weighted Centroid Localization Algorithm Based on RSSI[J]. Acta Electronica Sinica, 2011, 39(1): 82-88.
基于RSSI技术的静态权重定位算法由于不需附加设备
成本低
使用方便
适用范围广而得到了广泛的应用.针对RSSI测距容易受到各种干扰
静态权重算法不能同时解决定位的平均误差和最大误差的缺陷
提出一种新的结合RSSI测距数据处理的高斯拟合动态权重定位算法GFDWCL
并在ZigBee平台上实现了该算法.两种算法实验结果表明
该算法能很好改善定位的精度
同时将定位平均误差降低2/3、最大误差下降3/4.
The SWCL(Static Weighted Centroid Localization) based on RSSI is widely used
owing to it's low cost
convenience and no need of additional equipment.However
as the RSSI ranging is vulnerable to various interference
the SWCL cannot figure out both the average errors and the max errors simultaneously.Thus
a new dynamic weighting centroid algorithm using Gaussian fitting method is proposed
and the algorithm is performed on the ZigBee platform
The experimental results indicated that the accuracy of RSSI positioning can be well improved
and the positioning average error is only one-third
and the maxium error is quarter of SWCL level.
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