Adaptive threshold computation for CUSUM-type procedures in change detection and isolation problems
Computational Statistics & Data Analysis
IEEE Transactions on Information Theory
Computer Networks: The International Journal of Computer and Telecommunications Networking
Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks
Journal of Network and Systems Management
Hi-index | 754.90 |
We address the problem of detecting and isolating abrupt changes in random signals. An asymptotic optimal solution to this problem, which has been proposed in previous works, involve the number of computations at time t which grows to infinity with t. We propose another more realistic criterion, establish a new simple recursive change detection/isolation algorithm, and investigate its statistical properties