摘要
针对传统DV-Hop算法存在定位精准度低这一缺陷,分析了影响传统DV-Hop算法定位精度的三点主要因素:锚节点分布密度、平均跳距误差、极大似然法扩大误差。从算法的平均跳距计算和节点坐标计算两个阶段入手,引入RSSI(Receive Signal Strength Indicator)技术对平均跳距计算过程进行优化处理,同时对未知节点坐标计算过程采用最小二乘法进行修正。仿真结果表明:改进后的算法在测距精度上比原始算法提高了约30%;在相对定位精度上提高了约35%。
As the problems of lower localization accuracy appeared in the traditional DV-Hop algorithm,the author analyzed three main factors that influence the localization accuracy of original DV-Hop algorithm which started from the calculation of the average jump distance in algorithm and the calculation of node coordinates.The author then proposed the calculation method of average jump distance based on the weighted correction of the RSSI(Receive Signal Strength Indicator) and the calculation method of unknown node coordinates based on the correction of the total least squares(TLS).The simulation result shows that compared to the traditional DV-Hop algorithm,the accuracy of the improved algorithm increased by about 30% in distance measurement as well as rose approximately by 35% in relative localization precision.
出处
《哈尔滨理工大学学报》
CAS
北大核心
2018年第1期132-136,共5页
Journal of Harbin University of Science and Technology
基金
国家自然科学基金(61601149)
黑龙江省自然科学基金(QC2017074)
