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Jul, 2023
基于骨架辅助的学习聚类算法在室内定位中的应用
SALC: Skeleton-Assisted Learning-Based Clustering for Time-Varying Indoor Localization
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An-Hung Hsiao, Li-Hsiang Shen, Chen-Yi Chang, Chun-Jie Chiu, Kai-Ten Feng
TL;DR
本文提出了一种基于骨架辅助的基于聚类的学习本地化系统,旨在解决室内无线定位中的时变问题,通过RSS测量和基于骨架的最短路径相似性进行聚类信息提取,实现了自适应指纹库的构建,优化了权重近邻法的定位精度。
Abstract
wireless indoor localization
has attracted significant amount of attention in recent years. Using received signal strength (
rss
) obtained from WiFi access points (APs) for establishing fingerprinting database is
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