摘要
为了改进经典的多维标度测量(MDS)定位法中一次测量一次定位的精度不高的缺陷,提出一种新的动态MDS虚拟阵定位算法,该算法简单,计算量小,便于实时处理。仿真结果显示在虚拟测量次数多于4次时,该算法性能明显优于Chan+虚拟阵定位算法及经典的MDS定位法,并且虚拟次数越多,该算法的性能越好。经典的MDS定位法相当于测量次数为1的无虚拟时的该文算法。
A dynamic multi-dimensional scaling (MDS) algorithm is presented by modifying the classical MDS which uses instantaneous measurement for each location. The proposed algorithm is simple and computationally efficient and therefore allows real-time processing. It performs better when the number of measurement is more than four. Classical MDS is equal to the proposed algorithm when the number of measurement is only one.
出处
《电子科技大学学报》
EI
CAS
CSCD
北大核心
2009年第2期161-164,共4页
Journal of University of Electronic Science and Technology of China
基金
国家自然科学基金(60772146)
国家863项目(2008AA12Z306)
关键词
定位
多维标度测量
到达时间定位
虚拟阵
location
multi-dimensional scaling
time of arrival(TOA)
virtual matrix