Multi-rank Subspace Change-point Detection with Application in Monitoring Robotic Swarms

Jonghyeok Lee, Yao Xie, Youngser Park +3

We study real-time detection of low-rank changes in the covariance structure of high-dimensional streaming data, motivated by robotic swarm monitoring. Building on the spiked covar…