南京理工大学学报（自然科学版）2016，Vol.40Issue(4)：455-460,6.DOI:10.14177/j.cnki.32-1397n.2016.40.04.013
基于核Tikhonov规则化的多跳非测距定位方法
Multihop range-free localization method based on kernel Tikhonov regularization
郑久虎 1钱焕延1
作者信息
- 1. 南京理工大学 计算机科学与工程学院，江苏 南京210094
- 折叠
摘要
Abstract
In order to overcome the problem of anisotropy due to non line of sight,density and other causes, a multihop range-free localization method based on kernel Tikhonov regularization is presented. This method constructs a mapping function by kernel Tikhonov regularization between hop-counts and physical distances for pairs of anchors, and obtain the no-anchors to anchors estimated distance using the measurement of hop-counts. The theoretical analysis and simulation results show that the improved method can solve the ill-condition problem and improve the positioning accuracy with avoiding the influence of anisotropy,and has the less calculation cost and parameters,being suitable for the harsh nodes deployment environment with high practical value.关键词
核吉洪诺夫规则化/各向异性网络/不适定问题/多跳非测距定位Key words
kernel Tikhonov regularization/anisotropy network/ill-condition problem/multihop range-free localization分类
信息技术与安全科学引用本文复制引用
郑久虎,钱焕延..基于核Tikhonov规则化的多跳非测距定位方法[J].南京理工大学学报（自然科学版）,2016,40(4):455-460,6.
